#red bus api integration

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Google Maps API Alternatives You Should Try Out For Your On-Demand App [Top 10 Alternatives]

Digital maps on smartphones are a great innovation, and it is now apt to say smartphones have the ‘world’ in them. For years altogether, the use of these digital maps has enhanced. Be it the directions to a restaurant in a few miles or a long tour across the state, maps grant the assurance that we’re heading in the right direction. As an undisputed king of the proximity-tech world, Google’s Google Maps has been the predominant force steering people to move from one place to another accurately. 

However, are there any alternatives to Google Maps? With navigation becoming increasingly popular and inevitable, companies are coming up with better map applications. The on-demand app market forecasts exponential growth, and the core idea of these on-demand apps is accurate navigation and transparency in services.

Are you an entrepreneur eyeing to launch an on-demand app but hesitating to stick with Google Maps API? This blog discusses the top 10 best alternatives for Google Maps to try out on your on-demand app.

How are Map applications ruling the on-demand sector? 

Before stepping into the details, let’s look at how Map APIs are helping the on-demand sector. 

Integrating the API will help the admin manage resources wisely. 

Customers can track service providers in real-time, leading to accuracy and transparency. 

Service providers can navigate to customer locations effortlessly via the most-optimized route. 

Thus it is clear that the entire on-demand ecosystem depends on Map APIs for efficient functioning. 

What are the prerequisites before choosing a Map API?

Comparing different alternatives is an ideal way to settle for your best fit. However, there are specific prerequisites that can make your search more comfortable and efficient. They include, 

The number of app users: It is wise to identify and analyze the number of users who use your platform. This step is crucial because the functioning and efficiency of these APIs differ with the number of users. For example, the free limit of Google Maps API is 25,000 map views per day. 

Predetermine your budget: Many Map APIs come with the freemium model (partially free + partially paid). However, some are entirely free to use. Hence, predetermine your budget and take necessary action accordingly. For example, Google Maps follows the freemium model, and Open Street Maps are entirely free. 

User-friendly interface: Getting hands-on experience with the Map application will lead to better decision-making from the entrepreneur’s side. Ensure that that API is lucid, easy-to-use, and up-to-date. 

Top Alternatives

Now that you have a straightforward approach to why Map APIs are crucial and how to select them, it is time to look at the top 10 alternatives for Google Maps. Let’s dive straight in. 

#1 Bing Maps 

Arguably the most formidable competitor of Google, Microsoft, launched Bing Maps as part of the Bing Suite in 2005. Bing Maps comes with advanced attributes like the aerial view, road view, venue maps, and 3D maps. 

The software uses color variants like green, yellow, red, and black to display traffic updates in different regions. Features like entering additional stops, sharing routes across social media platforms, etc., make Bing Maps highly reliable among the audience. 

Compatibility: Android, iOS, Windows

#2 Waze

Although Google acquired the company Waze in 2013, Waze Maps is a different entity and not a part of Google Maps. Waze is best-suited for the driver community, and drivers can share real-time information on accidents, roadblocks, traffic, etc. The platform’s easy-to-use interface makes it easier for riders to understand navigation and access the best possible route. 

One of the notable aspects of Waze is that you can track other users’ activity in your community. 

Compatibility: Android, iOS, Web. 

#3 Here WeGo 

If you have been a Nokia user in the past/present, you would have come across Here Maps. Launched almost 30 years back, this Map application rebranded it as Here WeGo. The software is reliable and offers seamless navigation. Functionalities like voice guidance, offline maps to navigate, etc., enhance the user experience substantially. 

Users can switch between three views while using the application. They include, 

Satellite view – For an enhanced aerial view of a particular locality. 

Traffic view – To analyze real-time traffic information in different areas. 

Transport view – To get a detailed overview of different transport facilities. 

The app’s captivating interface makes it a tough competitor to Google Maps API. 

Compatibility: Android, iOS, Web. 

#4 Maps.me 

An entirely free application that encompasses almost every aspect of Google Maps comprehensively is the Maps.me software. One of the significant advantages of Maps.me is that it uses open-source data for its content. This attribute enables it to provide accurate results as the system updates in real-time. 

Other functionalities like turn-by-turn navigation, offline maps, etc., make Maps.me an excellent platform in the offerings. Besides, the platform enables you to browse via categories like cafes, gas stations, malls, etc. 

Compatibility: Android, iOS, Blackberry 

#5 MapQuest 

MapQuest is another popular Map application that is known for its voice-guided navigation and up-to-date satellite imagery. The platform comes preloaded with exciting elements like a calorie calculator, optimized hiking routes, live vector maps, etc. 

Besides, users can avail of instant roadside assistance in case of vehicle breakdown, leading to enhanced satisfaction. Moreover, it comes with a cab price comparison aspect as well. 

Compatibility: Android, iOS, Windows. 

#6 Citymapper 

Citymapper is best-known for its information on public transport, aiding people in their daily commute. The smart travel planner platform provides real-time data on bus and train stations and their departures. The platform includes features like favorite a particular station/vehicle, add additional stops, etc. 

Users can access the live timetable, the platform number where buses/trains will arrive, etc. 

Compatibility: Android, iOS. 

#7 CoPilot – GPS Navigation

Planning a route and reaching a destination has never been this easy. CoPilot GPS is gradually gaining the spotlight even though it is a paid application. The platform comes with full offline support and massive mapping data, making it highly reliable for navigation. 

Powerful route planning and user-friendly directions make the platform a ‘go-to’ option for most drivers. 

Compatibility: Android, iOS. 

#8 Polaris GPS Navigation 

Unlike other navigation apps, Polaris GPS Navigation turns the phone into a smart navigation hub and comes in handy during hiking, hunting, sailing, etc. The app is known for its accurate data and is entirely free to use. 

Cutting-edge features with GPS compass, waypoint photography, altitude, speedometer, etc., enhance engagement rates drastically. 

Compatibility: Android 

#9 Apple Maps

This map API comes preloaded on all Apple devices, making it highly popular. Launched in 2012, the app sailed past the gloomy phase after rectifying glitches and errors. Details of local businesses, turn-by-turn navigation, etc., are some advanced features that add quality to Apple Maps. 

The map app comes with Augmented Reality flyovers, detailed reviews on landmarks, etc. 

Compatibility: iOS 

#10 BackCountry Navigator TOPO GPS

The platform helps people retrace their location with smart location-sharing options. The platform’s excellent topography makes it hard to ignore for adventurers and hikers. 

Users can manually enter latitude/longitude coordinates into the platform as well. 

Compatibility: Android, iOS. 

Conclusion 

We hope this blog would have provided you with quality insights on some of the best Google Maps alternatives to consider during your Mobile app development company in bangalore. Our seasoned team of experts at Brillmindz is well-versed in providing end-to-end app development solutions, right from project ideation to app launch.

Reach out to us, and we’ll help you scale your on-demand app comprehensively in the shortest possible time.

[gprem089]

Best travel portal development company

Tekwalker is fast growing travel portal development company  based in kormanagala Banglore in India. Tekwalker not only offer travel software comprehensive web based online reservation system especially desgined for travel management companies (TMCs) destination management companies (DMCs) travel aggregator, B2C, B2B travel agencies tour operator and travel agents ,customized travel portal solution ( travel website) for every clients according to their requirement and budget but also provide 24 * 7 portal support program in most effective manner. My travel portal is an online booking engine solution of flights, hotels holidays, cars, buses, transfer and activities for travel agents to make booking behalf of the customers, receive commissions and define mark-ups for bookings. Travel agents can manage fund allocations, policies, branches, suppliers, a part from booking flight and mnaging payments. Tekwalker travel portal also allows travel agents to re- book flights in case of cancellations made by modifying the search criteria and paying / refunding the balance amount.

My travel portal eliminates manual processing task, reduces cancellation and refunding hassels, help to find the best deals and simplifies required back –end tasks. Tekwalker earned reputation not only  in india but also globally with clients in country like uk. Usa middle east etc. Tekwalker travel portal development company help to develop  a compex travel portal for clients with design, create, host and incorporating various apps.

Tekwalker travel portal benifites

Tekwalker travel portal provides a centralized commissioning and billing interface  for travel agents and users.

Provides MIS reports to monitor various booking parameters can be generated for each of the travel providers.

On succesful booking travel agents can be genearte ticket for their customers.

The complete travel booking process can be managed from a singlr interface.

My travel portal is user-friendly and easy to use and does not require any sort of training for use.

We develop b2e booking system specialy for corporate companies.they can use our b2e system to manage their business travel bookings easly.

My travel portal eliminates manual processing tasks involved and allows organizations to focus on their core areas.

How it  works –travel agents can search hotels, holiday pacakges, transfer cars buses and activities and book tickets for flights using various parameters such as lowest fares, one way, round trip,multi city, dates etc.confirmation of bookings is received in the form of PNR and ticcket is isuued to the customer, cancellation requests, payments/ refunds to from customes can be effectivelly managed using the same interface.

Travel Portal software key features

Agent login– Agents can loginto my travel portal from anywhere using the web, each wagents has unique login details.

Sub Agents, Branch, User & Management- travel agents can manage sub agents, branhesunder agents, user of branches.

Build In CRM– using the various bookings as basis events will be automatically generated and displayed in the calendar. Travel agents simultaneously view report on an entire day, week, month and yearly basis. Our System has client management system CRM which help in store data , documents and user preferences.

Flight booking engine– flight reservation system gives details of the airline availabilty and ticket pricing lets travelers for the booking proceedingsflight booking take care end to end airline ticketing system, search airlines book and generate PNR.

Hotel booing engine– hotel extranet gives access for travel agents to upload own contraceted hotels for online hotel booking business.the property holder directly create costs, rooms with the asgined log in/password for end to end sellingof inventories to either customers of tour operators central reservartion system (CRS). Hotel CRS is mainly for hotliers to upload hotel room and rates to be seen by all sales.

Car booking engine– tekwalker provide a travel portal development platform to search own inventory (CRS) with the help of thir party integration (API) where user will findout best tariff rate for car in the particular city. User can choose own rate and also pay through payment gateway. travel portals allows to travellers to select “ From “ to “ Destination “with features of search routes comparerates and confirm reservation

Bus booking engine- tekwalker provide a travel portal development platform to search own inventory (CRS) with the help of thir party integration (API) where user will findout best tariff rate for bus in the particular city. User can choose own rate and also pay through payment gateway.travel portals allows to travellers to select “ From “ to “ Destination “with features of search routes comparerates and confirm reservation.

Dynaimic holiday package– travel portal allows to travellers to book vacation ( holiday )pacakges by including flight, hotels,transfers, activities. User can setup markup rules to flights hotels seperately to sell individual or as package on b2b/b2c system.

Mark–up management-travel agents can define the mark-up amounts for varrious airlines,hotels, holiday packages, tranfers, cars, buses and cars.a the end of the day agents can calculate the total markup amount for each of the airlines.

Currency convertor– as a leading travel portal company we understand our responibility hense we set the currency convertor module in admin panel and put the updated rates of currencies so that sale and purchase would be easy for user.it can be processed through payment gateway and user make the payment through credit card.

Payment gateway integration– tekwalker offers XML/JSON API integration services for flights hotels payment gateway services. The integration saves time and cost of travellers as your travel website cover complete travel portal with flight booking, hotel booking,vacations ,package booking and payment gateway solutions.

SMS Integration– tekwalker integrated SMS API to send sms to customer after confirmation of booking or PNR creation.SMS integration empower your travel business.

Tekwalker software pvt.ltd work with all leading travel supliers & consolidator around the world.

Flight  GDS (Global Distribution System) – amadeus, travelport, Galileo, sabre , worldspan, abacus etc.

Flight consolidators/ aggregator– travel boutique online (TBO), mystifly,travelfusion, pyton, skyvantage, travwell (indonesia)

Hotel third party integration/ aggregators– GTA travel,turico holidays get a bed, hotelspro, hotel beds, Tripidia.com

Rooms XML, booking.com, universal API, desia, TBO holidays,priceline, MG holidays Vanila,GRN Connect, Rezlive? XML Hub expedia,

Car aggregators– rental cars, budget, car traweler, bidvest car rental etc.

Bus aggregators – red bus, bus intercapegreyhound etc.

Transfers– gta, A2b transfer, Ez shuttle.

Sightseeing– GTA, viator etc.https://tekwalker.com/               

https://tekwalker.com/                

https://youtu.be/ZQPXyedWsf4

call - 9531255263                                                                              

email -sales@tekwalker.com

[dfrobots-blog]

ESP32 Arduino Tutorial: 25-1. Getting temperature from DS18B20 sensor

Introduction

In this tutorial we will learn how to get temperature measurements from a Maxim Integrated DS18B20 temperature sensor, using the ESP32 and the Arduino core.

In our introductory example, we will learn how to interact with the sensor and fetch temperature measurements periodically.

Note that, in order to focus on the functions needed to interact with the device, we will implement our reading logic in the Arduino main loop using some delays. For a more optimized approach, please check an example on how to use interrupts to perform periodic measurements. The example can be easily adapted for the sensor we are covering here.

The tests were performed using a DFRobot’s ESP32 module integrated in a ESP32 development board.

The sensor

The DS18B20 is a digital thermometer that allows to get 9-bit to 12-bit Celsius temperature measurements (programmable resolution) [1]. The temperature conversion time depends on the resolution used. For a 9-bit resolution it takes at most 93.75 ms and for a 12-bit resolution it takes at most 750 ms [1].

The device is able to measure temperatures from -55°C to +125°C and has a ±0.5°C accuracy in the range from -10°C to +85°C [1].

Additionally, it has an alarm functionality with programmable upper and lower temperature trigger points [1]. These thresholds are stored internally in non-volatile memory, which means they are kept even if the device is powered off [1].

The sensor communicates using the OneWire protocol [1], which means it only requires a pin from a microcontroller to be connected to it. Furthermore, each sensor has a unique 64-bit serial code, allowing multiple DS18B20 devices to function on the same OneWire bus [1].

In terms of power supply, the device can operate with a voltage between 3.0 V and 5.5 V [1], which means it can operate with the same voltage of the ESP32 without the need for level conversion.

Arduino libraries

In order to facilitate the interaction with the device, we will need two libraries, which can be both installed using the Arduino IDE library manager.

The first one is the OneWire library, which allows to interact with devices using the OneWire protocol. The GitHub page of the library can be seen here.

Figure 1 shows how to install it using the Arduino IDE library manager. After opening that tool, just type “OneWire” on the search box and install the highlighted library.

Figure 1 – Installing the OneWire library.

Additionally, we will need this library, which offers a higher level API to interact with DS18B20 temperature sensor.

Figure 2 shows how to search for this library and how to install it using the library manager. Just type “DS18B20” on the search box and install the highlighted library.

Figure 2 – Installing the higher lever library for the DS18B20 library.

In this case, the library include we will use is DallasTemperature.h because it supports other sensors from the Dallas Semiconductor brand. Nonetheless, Dallas Semiconductor was acquired by Maxim Integrated in 2001 [1], which is why I’ve mentioned in the introductory section that this sensor is from Maxim Integrated.

The electric diagram

For this tutorial, I will be using this waterproof version of the DS18B20 sensor, which gives much more flexibility regarding the scenarios where it can be used. Additionally, I will be using this adapter, which already contains pull resistors and a more user friendly wiring terminal.

Figure 3 illustrates the connection between the ESP32 and the DS18B20. I’m assuming the use of the previously mentioned adapter, which is why the pull resistor is not included.

Basically, we only need to connect the data pin of the sensor to a GPIO of the ESP32, use a common ground and supply a voltage of 3.3 V to the sensor. Note that in the image below the pin is generically labeled as “Data”, but depending on the module you are using it can have other naming.

Figure 3 – Connection diagram between the ESP32 and the DS18B20, assuming the use of the adapter.

If you are using the mentioned sensor version and adapter, take in consideration that the wires have the following color convention:

Red: VCC

Black: GND

Yellow (sensor) / Green (adapter): Data

The code

We will start our code by including the previously installed Arduino libraries, so we can interact with the temperature sensor using a higher level API, without having to worry about the lower level details of the OneWire protocol.

#include "OneWire.h" #include "DallasTemperature.h"

Next, we will need to create an object of class OneWire, passing as input of the constructor the number of the microcontroller pin that is connected to the sensor. I’ll be using pin 22 but you can use other if you want.

Note that this class exposes the methods needed to exchange bytes with the devices connected to the OneWire bus, as can be seen here. Nonetheless, we are not going to directly use the object we have created, since it will be used under the hood by the DallasTemperature.h library, hiding from us those lower level details.

OneWire oneWire(22);

Next we will need an object of class DallasTemperature, which will expose to us the higher level API that we will use to interact with the sensor.

The constructor of this class receives as input the address of a OneWire object (recall that we have just created one), so it can use it to exchange data with the sensor.

DallasTemperature tempSensor(&oneWire);

Moving on to the setup function, we will start by opening a serial connection, so we can output the measurements.

Serial.begin(115200);

Next, we call the begin method on out DallasTemperature object. This method will take care of initializing the OneWire bus.

tempSensor.begin();

Moving on to the Arduino main loop, we will take care of performing the actual measurements.

The first thing we need to do is calling the requestTemperaturesByIndex method on our DallasTemperature object, so it starts performing a temperature conversion. This procedure is needed before we can get the actual measurement.

One important thing to mention about the OneWire protocol is that it allows to connect multiple devices to the same bus (which means, to the same wire that is connected to our microcontroller digital pin).

So, both of the libraries we have installed take this in consideration and the classes we are using allow to communicate with multiple devices without the need to instantiate an object per device. This is why the methods we are going to use receive as input an index, which correspond to the index of the device we want to contact.

In our case, since we only have a single sensor connected to the bus, we can use the index 0.

By default, this function call will block until the conversion is complete. Nonetheless, we can call the setWaitForConversion method to change this behavior to be unblocking (it receives as input a Boolean value indicating if it should wait for conversion or not). Note however that, if we set this value to false, its our responsibility to make sure the time needed for the conversion has passed before we get the measurement. For this tutorial, we will keep it blocking.

tempSensor.requestTemperaturesByIndex(0);

After requesting a temperature measurement conversion, we can obtain it using the getTempCByIndex method, passing again as input the index 0.

This method will return the temperature in degrees Celsius, as a float. We will directly print this value to the serial port.

Serial.print(tempSensor.getTempCByIndex(0));

The final source code can be seen below. We have added some extra prints for better readability and a small delay between each iteration of the loop.

#include "OneWire.h" #include "DallasTemperature.h" OneWire oneWire(22); DallasTemperature tempSensor(&oneWire); void setup(void) {  Serial.begin(115200);  tempSensor.begin(); } void loop(void) {  tempSensor.requestTemperaturesByIndex(0);  Serial.print("Temperature: ");  Serial.print(tempSensor.getTempCByIndex(0));  Serial.println(" C");  delay(2000); }

Testing the code

To test the code, simply compile it and upload it to your ESP32, assuming you have already completed all the wiring needed. Once the procedure finishes, open the Arduino IDE serial monitor.

You should start obtaining periodic temperature measurements, like the ones shown in figure 4.

Figure 4 – Output of the program.

[tech-battery]

EVGA RTX 2080 Super XC Hybrid Review: Cool Running, but Worth It?

Over the past few months, we’ve looked at several Turing based Nvidia cards, which are some of the best graphics cards available and often rate near the top of our GPU hierarchy. None of them have been quite like the EVGA RTX 2080 Super XC Hybrid, which consists of both an air cooler and an integrated liquid cooling solution to keep the GPU and memory frosty. In theory, that should keep temperatures down and allow boost clocks to run a bit higher than most air-cooled solutions while potentially cutting down on noise.

The EVGA RTX 2080 Super Hybrid XC we have for review comes with a small factory overclock (+15 MHz boost over reference speeds) on the core and the same 1,938 MHz (15.5 Gbps) clock speed on the RAM. We’ll see how this card and its hybrid cooling solution compares to the RTX 2080 Ti Founders Edition (FE), Asus ROG Strix RTX 2080 Super OC, RTX 2080 Super FE, and an RTX 2070 Super FE from the Nvidia side. Representing AMD in this review is an ASRock RX 5700 XT Taichi, Radeon VII, and reference RX 5700 and 5700 XT.

While performance was similar between the EVGA Hybrid XC and the other 2080 Super cards, the differences between them are found in the cooling solutions, features and price. At the time of this writing, both the EVGA RTX 2080 Super Hybrid XC and the Asus ROG Strix are priced around $780 while the Nvidia RTX 2080 Super Founders Edition normally goes for $700 (assuming you can find it in stock). ASRock’s RX 5700 XT Taichi is priced at $439.99 by comparison, and the RTX 2070 Super nominally goes for $500 (again, when it's in stock).

For this review, we'll look at performance differences in frames per second (fps), how the hybrid cooler performed compared to traditional air-cooled cards, power consumption, and overall value.

Features

Though there are some differences between the 2080 Super and other RTX models (such as the SM count and subsequently shaders, TMUs, and ROPs), all RTX 2080, 2080 Super, and 2070 Super cards sport the same Turing TU104 silicon under the hood. The TU104 die is manufactured on TSMC’s 12nm FFN (FinFET Nvidia) process using 13.6 billion transistors on a 545mm square die. All three TU104 cards come with 8GB of GDDR6 sitting on a 256-bit bus.

Clock speeds on the EVGA RTX 2080 Super Hybrid XC are set at 1,650 MHz base clock with a listed boost clock of 1,830 MHz. Unlike AMD cards, the Nvidia GPUs' listed boost clocks are more of a minimum whereas AMD boost clocks are a maximum (they run a lot closer to the Game Clock). Memory speed for the card is set to 1,938 MHz (15.5 Gbps effective) which yields 496.1 GB/s bandwidth. This configuration is enough for gaming at its target resolutions of 2560x1440 or 3840x2160 (4K UHD).

Nvidia lists the Geforce RTX 2080 Super as a 250W card in Founders Edition form and recommends a 650W power supply. EVGA doesn’t change the power draw or power supply recommendation for the Hybrid XC. 6-pin and 8-pin PCIe power connectors are required.

The following table summarizes the specifications of the Nvidia GeForce RTX 2080 Ti, RTX 2080 Super and RTX 2080 Founders Editions, along with the EVGA and Asus RTX 2080 Super cards.

Design

The EVGA RTX 2080 Super Hybrid XC is a dual-slot video card measuring 10.4 x 4.4 x 1.6 inches (265.6 x 111.2 x 40 mm). The card is full-size and sticks out about an inch past the width of our ATX motherboard, making this a long card though certainly not the biggest we’ve tested. Height shouldn’t be a concern as it sits flush with the I/O plate, but due to the length, it may not fit into small form factor (SFF) systems. Be sure to verify the space inside your chassis before buying.

Like air-cooled cards, our Hybrid cooled EVGA uses a stylish plastic shroud with the GeForce RTX 2080 Super name stenciled across its smoked tinted cover. On top is “EVGA Hybrid” naming lit up through the only RGBs we find. On the right is a single ~85mm fan attached directly to a large heatsink, which blows cool air across the VRMs and out the rear and I/O side. The back of the card sports a matte black powder-coated metal backplate that protects the rear of the PCB and helps passively cool the VRMs.

In order to cool the GPU and memory, a 120mm radiator attaches directly to the GPU core while a dedicated memory plate makes direct contact with the water cooling block for optimal memory temperatures. Attached to the high fins per inch (FPI) radiator is a swappable 120mm fan that does a good job moving air quietly. Both fans have their own custom curves and can be controlled manually through EVGA Precision X1 software. The VRM fan remains off during idle and low load operation, helping to minimize noise.

The EVGA RTX 2080 Super Hybrid XC uses a reference PCB sporting an 8+2 phase (GPU and Memory) VRM setup. The GPU VRM is controlled by an 8-channel uP9512P part, while the memory VRM is controlled by a uP9529P controller. The GDDR6 chips hidden below the memory plate are made by Samsung (P/N K4Z80325BC-HC16) and specified to run at 2000 MHz (16 Gbps effective). Even though this is a reference board, Nvidia did a good job ensuring the power delivery system could handle stock and overclocked operation.

I/O ports on the EVGA card are standard fare for high-end Turing and include three DisplayPorts (1.4b), a single HDMI (2.0b) port and a VirtualLink USB Type-C port designed for VR headsets.

How We Tested the EVGA RTX 2080 Super XC Hybrid

Our current graphics card test system consists of Intel's Core i9-9900K, an 8-core/16-thread CPU that routinely ranks as the fastest overall gaming CPU. The MSI MEG Z390 Ace motherboard is paired with 2x16GB Corsair Vengeance Pro RGB DDR4-3200 CL16 memory (CMK32GX4M2B3200C16). Keeping the CPU cool is a Corsair H150i Pro RGB AIO, along with a 120mm Sharkoon fan for general airflow across the test system. Storing our OS and gaming suite is a single 2TB Kingston KC2000 NVMe PCIe 3.0 x4 drive.

The motherboard is running BIOS version 7B12v17. Optimized defaults were used to set up the system. We then enabled the memory's XMP profile to get the memory running at the rated 3200 MHz CL16 specification. No other BIOS changes or performance enhancements were enabled. The latest version of Windows 10 (1909) is used and is fully updated as of March 2020.

Our GPU hierarchy provides a complete overview of the GPUs at the heart of various graphics cards and how the various models stack up against each other. For these individual third-party card reviews, we primarily focus on GPUs that compete with and are close in performance to the card that is being reviewed. However, we've overhauled our charting system and are including multiple other GPUs now. The main points of interest will be the RTX 2080 Ti FE, RTX 2080 Super FE, RTX 2070 Super FE along with an Asus ROG Strix RTX 2080 Super OC. For AMD, we have the Radeon VII, RX 5700 XT and RX 5700 reference cards, along with an ASRock RX 5700 XT Taichi.

Our list of test games is currently Borderlands 3, The Division 2, Far Cry 5, Final Fantasy XIV: Shadowbringers, Forza Horizon 4, Metro Exodus, Red Dead Redemption 2, Shadow of the Tomb Raider and Strange Brigade. These titles represent a broad spectrum of genres and APIs, which gives us a good idea of the relative performance differences between the cards. We're using driver build 442.78 for the Nvidia cards and Adrenalin 20.4.1 drivers for AMD.

We capture our frames per second (fps) and frame time information by running OCAT during our benchmarks. For The Division 2 and Metro Exodus we use the .csv files the built-in benchmark creates. For clock and fan speed, temperature and power, we use GPU-Z's logging capabilities. We'll be resuming our use of the Powenetics-based system for graphics card reviews in the near future.

Looking at the 1440p ultra results, we see the EVGA RTX 2080 Super XC Hybrid averaged 105.8 fps across all nine games. The air-cooled Asus ROG Strix 2080 Super OC averaged 105.9 fps while the RTX 2080 Super Founders Edition averaged 104.9 fps—a virtual tie in overall performance. Every game averages more than 60 fps, and several are over 100 fps, allowing for high refresh gaming at these settings.

AMD’s current flagship Radeon RX 5700 XT holds its own, managing 90 fps on average with the factory overclocked ASRock EX 5700 XT Taichi, and 86.8 fps with the reference 5700 XT. Both are well behind any 2080 Super, but they're nearly tied with AMD's slightly older Radeon VII. Obviously, AMD's RX 5700 series competes on price and not just raw performance, and until Big Navi arrives this is AMD's best solution.

We should also note that all GPUs are tested using DirectX 12 in Borderlands 3, The Division 2, Metro Exodus, and Shadow of the Tomb Raider—and the Vulkan API for Red Dead Redemption 2 and Strange Brigade. We mention this because in many games that have DirectX 11 as an option, they actually run slightly better on Nvidia cards in that mode. Borderlands 3 in particular is typically around 10% faster in DX11 on Nvidia GPUs at 1440p and 4K, but even Division 2 and Metro Exodus see a modest 3-5% uplift. And of course, for games like Metro Exodus and Shadow of the Tomb Raider, DX12 is required if you want to use ray tracing on an RTX card.

We felt it best to standardize on one API for each game, as it helps simplify testing. Otherwise, we'd need to check performance in every API offered for each game to determine the best choice for each GPU at each resolution and setting. That increases the number of test runs and thus testing time by 66%, plus we'd need a lengthy explanation saying which API was used on each GPU at each setting. Besides, long term we expect more games to begin using DX12 and/or Vulkan exclusively, especially once the next generation of consoles arrive with ray tracing hardware support.

Moving up to 4K, we chose to use the ultra results as the EVGA 2080 Super XC Hybrid (and the other 2080 Supers) averaged over 60 fps in our tests — albeit by a slim margin. The EVGA card reached 62 fps, the Asus 61.6, and the Founders Edition at 61.2 fps. Again we see very little difference between the three 2080 Super cards, but average fps doesn’t tell the whole story.

Of our nine games, five of them, Shadow of the Tomb Raider (55.4 fps), Red Dead Redemption 2 (46.5 fps), Metro: Exodus (42.1 fps), The Division 2 (46.2 fps) and Borderlands 3 (38.9 fps) were below 60 fps. You can likely have a smooth gaming experience on SOTTR (without ray tracing), but other games would require a reduction in image quality for the best results.

We use GPU-Z logging to measure each card's power consumption, temperatures and fan speeds with the Metro Exodus benchmark running at 2560x1440 using the default Ultra settings. The card is warmed up prior to testing and logging is started after settling to an idle temperature (after about 10 minutes). The benchmark is looped a total of five times, which yields around 10 minutes of testing. In the charts, you will see periodic blips in power use that are a result of the benchmark ending one loop and starting the next.

We also use FurMark to capture worst-case power readings. Although both Nvidia and AMD consider the application a 'power virus,' or a program that deliberately taxes the components beyond normal limits, the data we can gather from it offers useful information about a card's capabilities outside of typical gaming loads. For example, certain GPU compute workloads including cryptocurrency mining have power use that can track close to FurMark, sometimes even exceeding it.

Power Draw

Starting off with the gaming power charts, the EVGA RTX 2080 Super XC Hybrid averaged 238W, which puts the card between the Asus ROG Strix at 246W and the RTX 2080 Super FE at 232W. These results fall where expected. Users will be hard-pressed to notice a difference in their electric bill between them.

Looking at the Furmark results, the differences between the cards shrank dramatically with the EVGA and Asus both using 247W while the Founders Edition averaged 248W. This tells us all of these cards have a power limit around the 250W mark, as expected.

Temperatures

Temperatures during game testing reached a peak of 53 degrees Celsius on the EVGA Hybrid card which is 9 degrees Celsius less than the Asus ROG Strix (62C) while the Founders Edition peaked at the highest temperature of 72C. In this short testing, the 120mm AIO did a great job on the GPU temperatures, the lowest we’ve recorded for this test, in fact. Because of the lower temperatures, the EVGA card is able to maintain higher boost bins, as we'll see below.

Temperatures when running Furmark weren’t much different than during the gaming test. Nvidia cards tend to throttle hard when running this stress test so temperatures tend to be similar. The EVGA Hybrid peaked at 53 degrees Celsius, the Asus at 61C, and the Founders Edition at 75C. All coolers are able to keep the cards running here, but the AIO on the EVGA card is again the coolest by far.

Fan Speeds

Fan speeds for the EVGA cover the fan running on the card cooling the VRMs. In this case, it peaked around 1,700 RPM in this testing while the Asus ROG Strix and Founders Edition cards ran faster at 1,750 MHz and 2,000 RPM peaks. The loudest part on the card is the pump, as both the onboard fan and the one attached to the radiator stayed quiet throughout.

Like temperatures, not much changed with fan speeds either. All card fan speeds ramped up smoothly trying to manage thermals. The EVGA Hybrid’s VRM cooling fan reached around 1,700 RPM, the slowest of the test cards. The fan on the radiator peaked at 1,600 RPM with both operating quietly throughout testing. The pump and its distinct hum will be heard over the fans.

Clock Rates

Clock speeds for the EVGA Hybrid card averaged the highest in our game tests at 1,993 MHz. Compare this to the Asus ROG Strix at 1,988 MHz—only 5 MHz behind. While that isn’t much, the Asus card is supposed to run 30 MHz faster according to the boost clocks. But since the hybrid card kept the GPU cooler than the air-cooled Asus, it reached higher overall boost clocks.

Clock speeds during Furmark dropped tremendously on these Nvidia video cards as is normally the case. Here the EVGA hybrid averaged 1,819 MHz while the Asus ROG Strix used in the test was notably lower at 1,776 MHz. Again we see the benefits of the cooler running EVGA card able to maintain higher clocks. These workloads aren’t typical, so users can expect clocks speeds during gaming to be closer to the game test.

EVGA includes its own software for monitoring and tweaking video cards, called Precision X1. The application is able to control the video card from fan speeds to clock speeds as well as monitoring capabilities. Users are able to overclock manually or using the built-in 'VF Tuner' to automatically search for a stable overclock as well as set up manual/static fan speeds and create custom curves.

One unique feature within Precision X1 is the boost lock function that locks the clock speeds to the boost clock regardless of external factors — it’s like overclocking the old school way (without boost affecting things). It can also be useful if you want to test a GPU at a static clock speed to compare performance with other GPUs.

EVGA Precision X1 works well for its intended purposes, offering users a complete application for monitoring and controlling both EVGA and other card partner video cards. Along with MSI Afterburner, it's one of the two best GPU overclocking and monitoring utilities around.

EVGA’s RTX 2080 Super XC Hybrid proved to be more than capable at 1440p using ultra settings and 4K at high to ultra settings in most games. Compared to the RTX 2080 Super Founders Edition and Asus ROG Strix RTX 2080 Super OC, the integrated AIO kept the core temperatures much cooler. Since the hybrid card runs around 10C cooler than the others, it boosted higher than even the Asus, which is rated 30 MHz higher out of the box.

However, even with the differences in boost clocks and cooling, all three 2080 Super cards performed nearly the same, with less than 1 fps between them. The lower temperatures can be great for hotter climates and part longevity, or if you want to manually overclock, but out of the box performance isn't going to vary much between the various RTX 2080 Super models.

Although the EVGA RTX 2080 Super XC Hybrid was generally quiet, the pump makes a distinct hum that's different from the fans on the card and radiator, as well as any chassis fans. This is typical of most liquid cooling solutions and inherent to pumps in general. We didn't find the sound loud or off putting, but it was noticeable over the other PC fans. The EVGA card's fans meanwhile were quiet throughout testing.

For many users, the price for a graphics card is a huge factor, and none of the RTX 2080 Supers are anywhere close to being affordable. The EVGA RTX 2080 Super Hybrid XC and the Asus ROG Strix 2080 Super both cost around $780, while the Nvidia RTX 2080 Super Founders Edition can often be found for $700 (at least, it can be when COVID-19 is screwing up the supply chain). The least expensive RTX 2080 Super we can find right now is this PNY RTX 2080 Super blower, priced at $694 — and unless you really like blowers, we'd recommend paying $6 more for the Founders Edition or something like the MSI Ventus XS OC. Sticking with hybrid cooling cards, MSI’s RTX 2080 Super Sea Hawk X lists for $734.99, while the Gigabyte Aorus Waterforce RTX 2080 Super sports a large 2x120mm radiator and goes for $839.99.

One thing you really need to consider when buying a hybrid cooled graphics card is the size and placement of both the card and the radiator. Most mid-size and larger ATX cases should be able to accommodate both, but smaller cases can be a problem. Not to mention, the radiator is one more thing to deal with when cleaning out your PC or swapping components.

The EVGA RTX 2080 Super XC Hybrid proved to be a capable card for both 1440p and 4K gaming, though the latter in some titles will require tuning of settings. The hybrid cooler with a 120mm radiator did a great job keeping the GPU cool during testing. However, even though we saw higher boost clocks, the performance gained from the small difference ended up being negligible. Priced between other hybrid cards, the EVGA XC is a viable solution. Just come for the thermals rather than the out of box performance.

[anecessarydh-blog]

Group Brainstorming and Debrief

Using your problem definition, come to a consensus on what your idea-generating question should be.

*Warning to Drivers: Urban parking causes congestion, stress, confusion, anxiety, frustration*

How might we change city planning to solve for traffic flow and parking?

How might we alleviate stress and anxiety for commuters in cities?

How might we provide businesses a way to communicate parking for their patrons?

How might we provide clear communication to the drivers who are parking in urban cities?

The above distilled into our idea-generating question:

How might we alleviate urban congestion and commuter anxiety via parking solutions!

While you brainstorm with your team, be sure to record everyone's ideas.

Brainstorming Ideas per question:

How might we change city planning to solve for traffic flow and parking?

Top Ideas:

¥ Pedestrian only streets

¥ Parking structures to compliment last-mile solutions

~*Parking garage elevator (https://www.youtube.com/watch?v=JguJpX7bS6k)

*Free public transit

~Traffic circles

~Make publicly available information about street / city parking areas: cost/time/availability

Others: One-way streets • Adjustable parking depending on time of day or event • Restricted parking hours by vehicle type (deliveries vs. shoppers, etc) • Trolley cars for the 21st century • Lift • Car vending machines• Parking-only streets• Flying cars• Jetpacks • Tunnels • Uber copter • Aqualink (boat bus) • Self driving cars that move other people while you arent using them • High speed rail • Free Scooters • Transit Tokens allocated per household • Re-use parking spaces, rent them out when not in use for public events, farmer’s markets • New structures for underground, self service parking (ex, Tokyo) • Specified lots for valet parking across the city at designated structures • Create a car tax (making it more cost prohibitive to have car) • City Transit credit as benefit for tax write off

How might we alleviate stress and anxiety for commuters in cities?

Top Ideas:

*¥ Clear parking instructions/ symbols

Simplified restrictions

¥ Create universal signage to communicate parking availability

Easy to read signs

¥ Easy to identify curbs

For parking zones that change make signage digital to indicate red/green if parking is available

¥ Mobile Application/ Aggregator

~Create application to communicate via google maps/apple maps showing areas for parking availability in real time - EG Wayze for parking

Develop API for use in multiple apps to understand where parking is available real time or based on past history when planning to go to a destination

Give points when you find parking quickly via Wayze for parking, eg. parking credits

Others: *Valet on-demand • Pay meter by phone • Accurate GPS location/tagging • Caste system - pay to play • In car massages • ~Self driving cars • Secluded nap pods on commuter trains/metro • Support groups • Personal driving service • System that calculates how many people will be at a certain place and assigns parking everyone • ~Create application to communicate via google maps/apple maps showing areas for parking availability in real time - EG Wayze for parking • Develop API for use in multiple apps to understand where parking is available real time or based on past history when planning to go to a destination • Give points when you find parking quickly via Wayze for parking, eg. parking credits

How might we provide businesses a way to communicate parking for their patrons?

Top Ideas:

¥ Appointment parking

¥ Solicit other businesses around them to use parking when not in use

Google maps integration

¥ Real time updates they can publish to google maps as well as historical information on when what kind of parking may/may not be available during a  planned time to arrive

*On-demand valet

~Open table integration for parking reservation

Publish information on Open Table/Resy/Yelp

~Parking structures with active monitoring

Others: Offsite parking vouchers • Business’ website • Assigned spots for specialty clubs • Timed spots that knows when you are checking out/ready to leave • Publish information on Open Table/Resy/Yelp • Add information into their websites • Offer incentives to patrons to come during less busy times to alleviate parking, eg. free dessert, free parking vs. paid • Offer pre paid parking spaces • Texting patrons who have reservations about parking availability eg. if lot already full that they need to leave earlier to find parking

How might we provide clear communication to the drivers who are parking in urban cities?

Top Ideas:

*~Drone to fly around to get real time data on parking availability

*¥ Aggregation of information on all parking structures and street parking and communicate via car based on GPS location, ‘find parking’- use dashboard/onboard computer

~Active colored curbs

¥ Universal signage/symbology

¥ Make data available for usage in different applications about what parking is available vs. in use

Others: Larger parking meter info • Simplified signage • App for parking times and availability • Towing company calls/texts before they tow • Signage • Color designation • Communication between space and car (RFID?) • Real-time updates to mobile device • Symbols • Lighting • Better color usage for curbs 8 Changeable signage or more clear, eg. red = unavailable, green = available (tiny lights in curb) • Make parking data public for open api use for all developers to use in their apps •

Observe and visualize your brainstorming process (Do you do it remotely? What collaboration software do you use? Are you writing, drawing, or something else? How does everyone feel?).

Our brainstorming was remote via Zoom. Our joint software of choice is Google Docs because of the real-time editing. DH used MindNode on his own. Aimee used LucidCharts

Limit the duration of your group brainstorming activity and make sure that you always have the prompt in front of you.

5 minutes. We took turns monitoring the clock.

Get as many ideas out as possible; the more the better. Once your brainstorming session is over, take a little time to look at the ideas that you have generated as a group and attempt to make an effort to organize them in some logical fashion.

Each of us shared our ideas, then we each choose 2 to 3 ideas from the collection and moved them to the top. From here we selected the common threads through all to determine our key points.

Discuss some of your favorite ideas from each other and how you could combine different ideas in various ways. Create a new post in your process journal documenting all of this.

Following all the above we know we want to remove friction from the experience. We envision some combination of clear instructions/signage with publicly available information to maximize accessibility.

[sjschwar]

Group Brainstorming & Debrief Session

Using your problem definition, come to a consensus on what your idea-generating question should be.

*Warning to Drivers: Urban parking causes congestion, stress, confusion, anxiety, frustration*

How might we change city planning to solve for traffic flow and parking? How might we alleviate stress and anxiety for commuters in cities? How might we provide businesses a way to communicate parking for their patrons? How might we provide clear communication to the drivers who are parking in urban cities?

The above distilled into our idea-generating question: How might we alleviate urban congestion and commuter anxiety via parking solutions!

How might we change city planning to solve for traffic flow and parking?

Top Ideas: Pedestrian only streets Parking structures to compliment last-mile solutions Parking garage elevator (https://www.youtube.com/watch?v=JguJpX7bS6k) Free public transit Traffic circles Make publicly available information about street / city parking areas: cost/time/availability Others: One-way streets Adjustable parking depending on time of day or event Restricted parking hours by vehicle type (deliveries vs. shoppers, etc) Trolley cars for the 21st century Lift Car vending machines Parking-only streets Flying cars Jetpacks Tunnels Uber copter Aqualink (boat bus) Self driving cars that move other people while you arent using them High speed rail Free scooters Transit tokens allocated per household Re-use parking spaces, rent them out when not in use for public events, farmer’s markets New structures for underground, self service parking (ex, Tokyo) Specified lots for valet parking across the city at designated structures Create a car tax (making it more cost prohibitive to have car) City transit credit as benefit for tax write off

How might we alleviate stress and anxiety for commuters in cities?

Top Ideas: Clear parking instructions/ symbols        Simplified restrictions        Create universal signage to communicate parking availability        Easy to read signs        Easy to identify curbs        For parking zones that change make signage digital to indicate red/green if        parking is available Mobile Application/ Aggregator        Create application to communicate via google maps/apple maps showing             areas for parking availability in real time - EG Wayze for parking        Develop API for use in multiple apps to understand where parking is                     available real time or based on past history when planning to go to a                   destination        Give points when you find parking quickly via Wayze for parking, eg.                     parking credits Others: Valet on-demand Pay meter by phone Accurate GPS location/tagging Caste system - pay to play In car massages Self driving cars Secluded nap pods on commuter trains/metro Support groups Personal driving service System that calculates how many people will be at a certain place and assigns parking everyone Create application to communicate via google maps/apple maps showing areas for parking availability in real time - EG Wayze for parking Develop API for use in multiple apps to understand where parking is available real time or based on past history when planning to go to a destination Give points when you find parking quickly via Wayze for parking, eg. parking credits

How might we provide businesses a way to communicate parking for their patrons?

Top Ideas: Appointment parking Solicit other businesses around them to use parking when not in use Google maps integration        Real time updates they can publish to google maps as well as historical               information on when what kind of parking may/may not be available during           a planned time to arrive On-demand valet Open table integration for parking reservation Publish information on Open Table/Resy/Yelp Parking structures with active monitoring Others: Offsite parking vouchers Business’ website Assigned spots for specialty clubs Timed spots that knows when you are checking out/ready to leave Publish information on Open Table/Resy/Yelp Add information into their websites Offer incentives to patrons to come during less busy times to alleviate parking, eg. free dessert, free parking vs. paid Offer pre paid parking spaces Texting patrons who have reservations about parking availability eg. if lot already full that they need to leave earlier to find parking 

How might we provide clear communication to the drivers who are parking in urban cities?

Top Ideas: Drone to fly around to get real time data on parking availability Aggregation of information on all parking structures and street parking and communicate via car based on GPS location, ‘find parking’- use dashboard/onboard computer Active colored curbs Universal signage/symbology Make data available for usage in different applications about what parking is available vs. in use Others: Larger parking meter info Simplified signage App for parking times and availability Towing company calls/texts before they tow Signage Color designation Communication between space and car (RFID?) Real-time updates to mobile device Symbols Lighting Better color usage for curbs Changeable signage or more clear, eg. red = unavailable, green = available (tiny lights in curb) Make parking data public for open api use for all developers to use in their apps

Observe and visualize your brainstorming process (Do you do it remotely? What collaboration software do you use? Are you writing, drawing, or something else? How does everyone feel?). Our brainstorming was remote via Zoom. Our joint software of choice is Google Docs because of the real-time editing. DH used MindNode on his own. Aimee used LucidCharts

Limit the duration of your group brainstorming activity and make sure that you always have the prompt in front of you. 5 minutes. We took turns monitoring the clock.

Get as many ideas out as possible; the more the better. Once your brainstorming session is over, take a little time to look at the ideas that you have generated as a group and attempt to make an effort to organize them in some logical fashion. Each of us shared our ideas, then we each choose 2 to 3 ideas from the collection and moved them to the top. From here we selected the common threads through all to determine our key points. *Make publicly available info about street/city parking areas *Clear parking instructions/symbols *Google maps integration *Active colored curbs

Discuss some of your favorite ideas from each other and how you could combine different ideas in various ways. Create a new post in your process journal documenting all of this. Following all the above we know we want to remove friction from the experience. We envision some combination of clear instructions/signage with publicly available information to maximize accessibility.

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[theinvinciblenoob]

From humble beginnings as a simple Facebook group I posted in September 2015, Techfugees has come a long way. It was conceived as a vehicle to enthuse technologists about the plight of refugees by waking them up to the idea that their innovation, startup mentality and design-led thinking could potentially bring new, scalable new solutions to the plight of displaced people. Today, Techfugees is an international non-profit with its own CEO, Joséphine Goube and a team based between London and Paris. Not bad for a handful of posts on social media…

What’s fascinating about the project as it’s developed is that, at the time, it was considered quite radical, perhaps even odd, to bring tech people into the equation. But simply watching the footage of refugees clutching smartphones as they fled war-torn regions and natural disasters made the tech world realize it can be part of the solution to many of the seemingly intractable problems refugees face.

Techfugees has grown into a community of around 18,000 innovators all over the world, supporting by way of their own projects or companies, via social media and taking part in hundreds of dedicated events around the world. This includes more than 30 hackathons and an annual Global Summit, the second of which happened over the last two days in Paris. The Summit had over 500 participants, such as social entrepreneurs, engineers, designers, humanitarians, policymakers, researchers or impact investors, a large number of whom who have a refugee background. Speakers discussed and debate the different uses of technology for displaced people during the time of migration until arrival to their new host societies.

The impact of climate change will cause the migration of 143 million people by 2050

This year’s program looked at four main topics: Access to Rights and Information; Data Ethics; Social Inclusion; and Climate Migration. The last issue is now of even greater urgency in 2018. According to a study by the World Bank published earlier this year, the impact of climate change will cause the migration of 143 million people by 2050, bringing with it looming humanitarian challenges.

Just like at your typical tech startup conference, Techfugees has a similar programme: The Techfugees Global Challenges Competition. This showcases projects responding to the needs of displaced populations and building technological products or services for them, based on Techfugees’ 8 guiding principles and addressing one of Techfugees’ five focus area: access to rights and information, health, education, employment and social inclusion. The applications went through an international Jury of experts who selected the 25 finalists from hundreds of applications, from 52 countries across the world, which pitched their project in front of an international Jury and Summit attendees.

The 5 winners (described in their own words) were:

Integreat (Germany)

“Integreat is an information app and website tailored to the specific needs of both newcomers as the users of the app and municipal administrations as the content providers. It’s a mobile guide for newcomers. Multilingual. Offline. Free. Can we provide the people arriving in our city with all relevant information in their native language as quickly as possible? Even without internet access and without confusing red tape? The result is an app called Integreat which passes on all relevant information in multiple languages to the newcomers. It is a holistic service ecosystem for cities, districts and organizations for the integration of people with a flight or migration background.”

Shifra Australia / USA “Shifra is not only a life-saving mHealth intervention, it is also a research project which aims to explore the social, cultural and geographic barriers to quality healthcare access many refugees experience, as cited by the refugees themselves. The Shifra web app is designed to improve access to quality sexual and reproductive health care. It provides local, evidence-based health information in multiple languages for communities with varying levels of language and health literacy. Shifra also directs users to trusted clinics where they can access respectful and safe care. We work with local health networks to improve their existing services based on the self-identified health needs found in Shifra’s anonymous user trend data.”

Antura and the Letters (Syria, Lebanon, Jordan, Turkey, Iraq and Egypt) “Antura and the Letters is an engaging mobile game that helps Syrian children learn how to read in Arabic and improve their psychosocial well-being. Considering that most refugees have old smartphones and connectivity is always a challenge for them, the game runs on old devices (from 2010/2011), it’s very small to download (less than 80Mb on Android) and it does not require internet connection. Antura and the Letters is completely free and open source… and it has been designed in order to be easily adaptable to other languages! That’s exactly what we want to do next with the goal to reach and help as many children as possible around the world.”

TaQadam (Lebanon) “In the era of machine learning and artificial intelligence, the data workers and annotators are the new programmers. From robots, drones, self-driving cars or e-commerce, the markets need for vision technology for artificial intelligence is extraordinary. One of the major building blocks of such AI-powered recognition systems is image annotation delivered with a human input – data training. Today’s data is driving tomorrow’s AI products. To be competitive in AI, innovation depends on having data-edge often more than a technology-edge, but 80% of data engineers’ time is spent on sourcing and preparing quality image data for AI models. TaQadam optimizes image annotation for data-driven companies with visual AI and delivers on-demand, vertical-specific, high-quality image annotation. With an API and a cloud architecture, we ensure a simple and secure way to build image data set with a high accuracy and precision, while simplifying the process of sourcing human insights from dedicated and trained teams of TaQadam. TaQadam is a unique service on the market that brings a specialized on use case teams that are building AI together with the client. With gamification and mobile accessible work on TaQadam Android App, we transform the experience of annotation to fit the younger generations. We create work of the future: accessible, flexible, allowing fluidity, community building and fun.”

Refugees Are (Worldwide) “Refugees Are map the public opinion around refugees in the news by: 1- Extracting daily news related to refugees from GDELT (open source news dataset) 2- Extracting location from the article 3- Applying sentiment analysis to classify it as positive, negative or neutral article 4- Extracting topics related to refugees using LSA (Latent Semantic Analysis) 5- Extracting most common words occurring with refugees 6- Visualizing it in an easy way for the public to understand 7- Let the public help identify negative news around refugees”

And finally The Mohajer App won a special jury prize for its outstanding work assisting Afghan refugees in Iran in incredibly difficult circumstances:

The Mohajer App Android / IOS Iran, US, Canada and UK “The Mohajer App was created with the support of Afghan communities inside Iran to address their needs. The app was completed with a group of paid and voluntary refugee-rights attorneys, advocates and technologists. Mohajer has two features: – The “Get Informed” section provides information for users concerning Iran’s immigration policy, the rights of Afghans in Iran, and resources that are available for concerns such as health, education, combatting from discrimination and more; the list continues to expand as users share their needs. The section also provides a list of support groups that our team has verified directly. The “Submit Report” feature enables users to share their everyday experiences as Afghans in Iran and support the larger community in addressing challenges by sharing information on events and experiences. The information on the app is also accessible offline, so as to support those without regular internet access.”

Here’s a run down of the rest of the 25 that pitched, in their own words:

Challenge #1 – Access to rights & information

TikkTalk (Norway) “Tikk Talk is an open marketplace for interpretation services for everyone who is in need for interpretation assistance. So far the platform handles 80% of all assignments automatically, limiting the overhead costs which traditional agencies have. The platform also gives all parties full transparency which empowers them to make better decisions. Because of the tech, interpreters are in the forefront deciding on their wage and which assignments they would like to take. Before, Helse Førde (Hospital partner) switched to TikkTalk they only received 24% qualified interpreters now they receive 99% qualified interpreters.”

Refugee Info Bus (United Kingdom, France, Greece)

“Refugee Info Bus’s mission is simple. Operating at the frontlines of Europe’s ongoing refugee crisis, we provide good quality multilingual legal information and free Wifi to refugees on the move in, or having just arrived, in Northern France and in Greece. Our first Refugee Info Bus began life as an old horsebox, purchased, stripped-out, cleaned-up, and converted into a mobile office and Wi-Fi hotspot for refugees and asylum seekers living in northern France. Within a year, we facilitated over 91,000 Wi-Fi logins and delivered more than 1,000 workshops to 50,000+ individuals on the UK and French asylum systems.”

Refugee.Info (Greece, Bulgaria, Hungary, Serbia

“In mid-2016, Refugee.Info pivoted to focus on social media to better serve the needs and preferences of users, which had drastically changed after borders closed in Europe in March of that year. Refugee.info hired local journalists to obtain and verify news and other up-to-date information about the context, as well as content professionals to optimize the information for social media, applying private sector content marketing principles to increase ROI. Now, refugees in Greece, Italy and the Balkans can message the page and receive a quick answer from a moderator who will work with the journalists and lawyers to provide accurate information, often sourced from their website or blog.”

Challenge #2 – Health

Connect 2 Drs Mexico The platform of Connect2Drs was initially built to strive the private sector as a target market, and it still is. However, with the injustice and lack of a good health insurance for mexicans – deported or refugees – people with disabilities and people who need medical attention at home with palliatives became their main goal.

Doctor-X Jordan “Doctor-X is a multi-language medical history mobile application and website with, for each refugee, a private account that the doctor can update when he does an operation on the refugee, in the language the doctor speaks. The program will make it available in 5 languages in case the refugee goes to a new country and needs medical help.”

Iryo Jordan “Until now, medical workers in camps used Excel spreadsheets to make notes about patients. On top of that, medical workforce turnover is high, bringing additional confusion and inconsistency to Excel records. Iryo enables accurate medical history recording. Because data storage is decentralized with a copy on a local server, a second one on the patients mobile phone and a third one in the Iryo cloud, even if a patient arrives at a new refugee camp where the Iryo system is already in place, the doctor there will be able to access the patient’s record.”

MedShr UK/Worldwide “MedShr has been developed to enable doctors and healthcare professionals to share and discuss clinical cases for peer-to-peer learning and medical education. It is a private, professional, verified network for clinical case discussion between medical professionals. No patient information is visible, all cases are anonymous and members can use the mobile app to get consent from patients to share images. Beyond that, all images and media are securely cloud stored with no images stored on the user’s device. Importantly, MedShr members are also able determine who can see and discuss their cases.”

Challenge #3 – Education

edSeed (United States, Gaza, Lebanon) “Edseed is about narrating stories of youth and bringing them closer to donors in the USA; participating in networking; and building a network for higher education of refugees to address policy issues, mentor students.”

Paper Airplanes (United States / Turkey, Lebanon, Jordan, KSA, Egypt, Iraq, Palestine) “Paper Airplanes (PA) is a nonprofit that uses video conferencing technology to provide free, peer-to-peer language and professional skills instruction to young adults and teens affected by conflict in the Middle East and North Africa. PA works to support these individuals to pursue their educational and employment goals and ultimately rebuild their lives. PA teaches English and Turkish to youth and adults, journalism to citizen journalists, and beginners’ coding skills to women. By using virtual communication technology to provide live instruction, PA is able to reach internally displaced and refugee youth as well as underserved populations who may be otherwise difficult to reach, including those inside Syria (approximately 50% of our students), young women and girls, and individuals in rural areas across the MENA region. Additionally, PA supplies computer tablets for select Youth Exchange Program participant recipients and scholarships to defray the cost of the IELTS and TOEFL exams for qualified PA graduates.”

Power.Coders (Switzerland) “Powercoders’ solution is to offer intensive computer programming classes to refugees over a three month period and then place them in an IT internship. As a result of the comprehensive training and subsequent placement, within a little less than a year our refugee graduates are exponentially better positioned to find and keep an IT job in Switzerland, and many do just that. The program is fully customized to address the challenges and issues that refugees may face when trying to integrate professionally and the courses enjoy an almost 100% internship placement success rate and subsequent 80% integration rate.”

RefgueeEd.Hub (Greece) RefugeeEd.Hub is an open source online database that promotes promising practice in refugee education globally. RefugeeEd.Hub aims to raise the quality of education for refugees and displaced people by generating knowledge and fostering collaboration among global and local stakeholders working to provide education to refugees. RefugeeEd.Hub will support education innovators, multilateral institutions, global development actors, education funders and government and policymakers to inform practice on the ground.

Challenge #4 – Employment Bitae Technologies (United States, Jordan)

“Bitae Technologies aims to help global, mobile talent, like refugees and migrants, carry their skills and experience with them in a secure, verified digital CV, addressing the lack of access to formal education and employment faced by refugees and other vulnerable populations. Bitae transforms non-formal learning and achievements into opportunities for refugees. We provide a platform to track, store and verify refugees’ non-formal learning and skills, creating a “digital backpack” of classes, workshops, internships and skills that together, can help a refugee move forward with education and employment. Bitae leverages mobile and blockchain technology to ensure that governments, international organizations, NGOs, educational institutions and employers are able to document non-formal learning and skills in the most inclusive, secure and transparent way. The Digital Backpack focuses on four key functions: creating badges and verifying skills, requesting and sending references, skills matching and skills assessment. Using existing tools, the platform makes it possible to create blockchain-backed credential badges that can be stored and shared.”

Human in the loop Bulgaria – 2017 “Human in the Loop is a social enterprise which employs and trains refugees to provide image annotation services to computer vision companies. It is a niche market that currently requires manual human input in order to train ML models to recognize images in a way that a human would, and Human in the Loop is part of a growing community of “impact sourcing” enterprises that is dedicated to providing employment to vulnerable groups in this sector. The opportunity they are seizing is that image annotation is a very accessible type of labor that does not require previous education or professional skills, but which can open the door to more advanced tech jobs and freelancing skills, which are especially useful for migrants. In this way, they are empowering refugees to earn a living in a dignified way and gain skills, and they are turning them in “digital nomads” who are able to make use of the opportunities that remote digital work provides to people who are on the move. Human in the Loop works as an outsourcing business with B2B sales. Their clients are companies from the computer vision, self-driving cars, drones, and satellite imager industry, which are training machine learning models.”

Rafiqi (United Kingdom, Germany, Jordan) “Rafiqi is a matching tool that leverages artificial intelligence to connect refugees in real-time and in a customized way to the opportunities that are the most suitable to his/her profile and that would lead to lifelong employment. Currently, there is no single platform where resettled refugees can access and filter the wide range of opportunities available to them, including jobs, trainings, mentorships and degrees, and where any organization (company/NGO/university) can seamlessly access and filter refugee talent. Refugees lack of knowledge of opportunities and of the right opportunities is resulting in them being unemployed or being overqualified for what they are actually doing. Despite the existence of some refugee to jobs matching programs supported by governments and NGOs in countries like Germany and the Netherlands, these matchings remain largely manual and limited in terms of intelligence. These matching efforts cannot scale well given the high number of refugees and the diversity of their profiles, as well as the diversity of opportunities available to them.”

Transformify Rebuild Lives Program (Worldwide / EU, Iraq) “The Rebuild Lives Program by Transformify exists to provide access to jobs and secure payment to displaced people as well as access to targeted eLearning to improve their skills by using recruitment CRM leveraging HR-tech, fintech and AI to connect refugees with employers and provide access to secure payment even if the refugees have no permanent address or a bank account.”

Challenge #5 – Social inclusion

PLACE (France, Germany, United Kingdom) “PLACE runs Innovation Labs for migrants and refugees in Europe. These labs transform the people from migrants and refugees into Innovators – creators of solutions for European societies. The labs are 1 to 3-day immersive experiences that apply design thinking methodology to enable Innovators to identify problems, understand their users, develop solutions and then rapidly test and prototype these solutions with a diverse community of local stakeholders. Beyond the Labs, the Innovators have the opportunity to develop their projects through the network of the PLACE collective – actors in the private, public and civil society that see the value of diversity in migrant-led innovation and who want to be a part of it. In addition to innovative solutions, the labs also produce a new leadership model for Europe. Innovators who demonstrate motivation and willingness to take on a role as a leader in migrant-led innovation are trained to be PLACE Catalysts. The Catalysts are trained in interculturality, sourcing, public speaking, networking and lab facilitation. They are then given the opportunity to apply these learnings as facilitators in Labs throughout Europe.”

Register of Pledges (Ireland) “The Register of Pledges project workstream are: Humanitarian Database of Pledges (Accommodation, Goods and Services) administered by Red Cross with back-office capabilities for pledge management and workflow and reporting capabilities; Open-source version of the technology is available on Github, a humanitarian data capture system with APIs and a translation interface; Evolve and open-source our Case Management System, to optimize Service User outcomes.”

SchoolX (UK/Turkey) “SchoolX envision a shared economy model with volunteer teachers which include university students, educated refugees, retired teachers and other local volunteers, who will teach refugee students. Due to the challenge of limited access to education that these displaced people face, our solution is to recruit teachers within the refugee community and local community, and connect them with refugee students who are eager to learn. The talents of these teachers are then harnessed to deliver rigorous and certified education to the students. Through this, volunteers, including refugee teachers, will also receive an allowance for their efforts as well. The solution, in a form of an online platform, will provide training packages that involve not only fundamental tenets of teaching, but also pedagogical and psycho-social training for the volunteers to prepare them to approach refugee children in the most appropriate and empowering manner, The online platform will also serve as a database which will be utilized to match teachers and students based on their needs, skills, availability, and geographical proximity in order to arrange flexible, face-to-face lessons.”

SPEAK (Portugal, Spain, Italy, Germany) SPEAK is a crowdsourced language and culture exchange network, based on an Online2Offline model. All processes are managed online, through a platform developed in-house, while the learning and sharing experience happens offline, allowing participants to establish a close relationship with one another. This model ensures a greater efficiency and minimization of fixed costs, allowing SPEAK to be sustainable at scale while charging only a symbolic fee for its program. SPEAK empowers its participants by expanding their language and cultural skills, all the while becoming part of mutual support networks. Through a language and culture exchange, SPEAK connects migrants, refugees and locals living in the same city. In creating bridges between migrants and locals, members often help each other with job offers or renting their first house in a new city thanks to the power of SPEAK communities. These networks are home to a multicultural community, based on equality and where cultural heritage is validated. In other words, SPEAK’s networks nurture unity in diversity. SPEAK’s volunteer Buddy system empowers anyone with the willingness to share their language and culture, allowing for an “everyone a changemaker” attitude, which encourages an even greater participation in local public life. he sustainability of the initiative relies on the community and willingness to promote SPEAK’s values of an integrated and inclusive society.”

via TechCrunch

[thegloober]

Here are 25 of the most innovative new projects using tech to help refugees and NGOs

From humble beginnings as a simple Facebook group I posted in September 2015, Techfugees has come a long way. It was conceived as a vehicle to enthuse technologists about the plight of refugees by waking them up to the idea that their innovation, startup mentality and design-led thinking could potentially bring new, scalable new solutions to the plight of displaced people. Today, Techfugees is an international non-profit with its own CEO, Joséphine Goube and a team based between London and Paris. Not bad for a handful of posts on social media…

What’s fascinating about the project as it’s developed is that, at the time, it was considered quite radical, perhaps even odd, to bring tech people into the equation. But simply watching the footage of refugees clutching smartphones as they fled war-torn regions and natural disasters made the tech world realize it can be part of the solution to many of the seemingly intractable problems refugees face.

Techfugees has grown into a community of around 18,000 innovators all over the world, supporting by way of their own projects or companies, via social media and taking part in hundreds of dedicated events around the world. This includes more than 30 hackathons and an annual Global Summit, the second of which happened over the last two days in Paris. The Summit had over 500 participants, such as social entrepreneurs, engineers, designers, humanitarians, policymakers, researchers or impact investors, a large number of whom who have a refugee background. Speakers discussed and debate the different uses of technology for displaced people during the time of migration until arrival to their new host societies.

The impact of climate change will cause the migration of 143 million people by 2050

This year’s program looked at four main topics: Access to Rights and Information; Data Ethics; Social Inclusion; and Climate Migration. The last issue is now of even greater urgency in 2018. According to a study by the World Bank published earlier this year, the impact of climate change will cause the migration of 143 million people by 2050, bringing with it looming humanitarian challenges.

Just like at your typical tech startup conference, Techfugees has a similar programme: The Techfugees Global Challenges Competition. This showcases projects responding to the needs of displaced populations and building technological products or services for them, based on Techfugees’ 8 guiding principles and addressing one of Techfugees’ five focus area: access to rights and information, health, education, employment and social inclusion. The applications went through an international Jury of experts who selected the 25 finalists from hundreds of applications, from 52 countries across the world, which pitched their project in front of an international Jury and Summit attendees.

The 5 winners (described in their own words) were:

Integreat (Germany)

“Integreat is an information app and website tailored to the specific needs of both newcomers as the users of the app and municipal administrations as the content providers. It’s a mobile guide for newcomers. Multilingual. Offline. Free. Can we provide the people arriving in our city with all relevant information in their native language as quickly as possible? Even without internet access and without confusing red tape? The result is an app called Integreat which passes on all relevant information in multiple languages to the newcomers. It is a holistic service ecosystem for cities, districts and organizations for the integration of people with a flight or migration background.”

Shifra Australia / USA “Shifra is not only a life-saving mHealth intervention, it is also a research project which aims to explore the social, cultural and geographic barriers to quality healthcare access many refugees experience, as cited by the refugees themselves. The Shifra web app is designed to improve access to quality sexual and reproductive health care. It provides local, evidence-based health information in multiple languages for communities with varying levels of language and health literacy. Shifra also directs users to trusted clinics where they can access respectful and safe care. We work with local health networks to improve their existing services based on the self-identified health needs found in Shifra’s anonymous user trend data.”

Antura and the Letters (Syria, Lebanon, Jordan, Turkey, Iraq and Egypt) “Antura and the Letters is an engaging mobile game that helps Syrian children learn how to read in Arabic and improve their psychosocial well-being. Considering that most refugees have old smartphones and connectivity is always a challenge for them, the game runs on old devices (from 2010/2011), it’s very small to download (less than 80Mb on Android) and it does not require internet connection. Antura and the Letters is completely free and open source… and it has been designed in order to be easily adaptable to other languages! That’s exactly what we want to do next with the goal to reach and help as many children as possible around the world.”

TaQadam (Lebanon) “In the era of machine learning and artificial intelligence, the data workers and annotators are the new programmers. From robots, drones, self-driving cars or e-commerce, the markets need for vision technology for artificial intelligence is extraordinary. One of the major building blocks of such AI-powered recognition systems is image annotation delivered with a human input – data training. Today’s data is driving tomorrow’s AI products. To be competitive in AI, innovation depends on having data-edge often more than a technology-edge, but 80% of data engineers’ time is spent on sourcing and preparing quality image data for AI models. TaQadam optimizes image annotation for data-driven companies with visual AI and delivers on-demand, vertical-specific, high-quality image annotation. With an API and a cloud architecture, we ensure a simple and secure way to build image data set with a high accuracy and precision, while simplifying the process of sourcing human insights from dedicated and trained teams of TaQadam. TaQadam is a unique service on the market that brings a specialized on use case teams that are building AI together with the client. With gamification and mobile accessible work on TaQadam Android App, we transform the experience of annotation to fit the younger generations. We create work of the future: accessible, flexible, allowing fluidity, community building and fun.”

Refugees Are (Worldwide) “Refugees Are map the public opinion around refugees in the news by: 1- Extracting daily news related to refugees from GDELT (open source news dataset) 2- Extracting location from the article 3- Applying sentiment analysis to classify it as positive, negative or neutral article 4- Extracting topics related to refugees using LSA (Latent Semantic Analysis) 5- Extracting most common words occurring with refugees 6- Visualizing it in an easy way for the public to understand 7- Let the public help identify negative news around refugees”

And finally The Mohajer App won a special jury prize for its outstanding work assisting Afghan refugees in Iran in incredibly difficult circumstances:

The Mohajer App Android / IOS Iran, US, Canada and UK “The Mohajer App was created with the support of Afghan communities inside Iran to address their needs. The app was completed with a group of paid and voluntary refugee-rights attorneys, advocates and technologists. Mohajer has two features: – The “Get Informed” section provides information for users concerning Iran’s immigration policy, the rights of Afghans in Iran, and resources that are available for concerns such as health, education, combatting from discrimination and more; the list continues to expand as users share their needs. The section also provides a list of support groups that our team has verified directly. The “Submit Report” feature enables users to share their everyday experiences as Afghans in Iran and support the larger community in addressing challenges by sharing information on events and experiences. The information on the app is also accessible offline, so as to support those without regular internet access.”

Here’s a run down of the rest of the 25 that pitched, in their own words:

Challenge #1 – Access to rights & information

TikkTalk (Norway) “Tikk Talk is an open marketplace for interpretation services for everyone who is in need for interpretation assistance. So far the platform handles 80% of all assignments automatically, limiting the overhead costs which traditional agencies have. The platform also gives all parties full transparency which empowers them to make better decisions. Because of the tech, interpreters are in the forefront deciding on their wage and which assignments they would like to take. Before, Helse Førde (Hospital partner) switched to TikkTalk they only received 24% qualified interpreters now they receive 99% qualified interpreters.”

Refugee Info Bus (United Kingdom, France, Greece)

“Refugee Info Bus’s mission is simple. Operating at the frontlines of Europe’s ongoing refugee crisis, we provide good quality multilingual legal information and free Wifi to refugees on the move in, or having just arrived, in Northern France and in Greece. Our first Refugee Info Bus began life as an old horsebox, purchased, stripped-out, cleaned-up, and converted into a mobile office and Wi-Fi hotspot for refugees and asylum seekers living in northern France. Within a year, we facilitated over 91,000 Wi-Fi logins and delivered more than 1,000 workshops to 50,000+ individuals on the UK and French asylum systems.”

Refugee.Info (Greece, Bulgaria, Hungary, Serbia

“In mid-2016, Refugee.Info pivoted to focus on social media to better serve the needs and preferences of users, which had drastically changed after borders closed in Europe in March of that year. Refugee.info hired local journalists to obtain and verify news and other up-to-date information about the context, as well as content professionals to optimize the information for social media, applying private sector content marketing principles to increase ROI. Now, refugees in Greece, Italy and the Balkans can message the page and receive a quick answer from a moderator who will work with the journalists and lawyers to provide accurate information, often sourced from their website or blog.”

Challenge #2 – Health

Connect 2 Drs Mexico The platform of Connect2Drs was initially built to strive the private sector as a target market, and it still is. However, with the injustice and lack of a good health insurance for mexicans – deported or refugees – people with disabilities and people who need medical attention at home with palliatives became their main goal.

Doctor-X Jordan “Doctor-X is a multi-language medical history mobile application and website with, for each refugee, a private account that the doctor can update when he does an operation on the refugee, in the language the doctor speaks. The program will make it available in 5 languages in case the refugee goes to a new country and needs medical help.”

Iryo Jordan “Until now, medical workers in camps used Excel spreadsheets to make notes about patients. On top of that, medical workforce turnover is high, bringing additional confusion and inconsistency to Excel records. Iryo enables accurate medical history recording. Because data storage is decentralized with a copy on a local server, a second one on the patients mobile phone and a third one in the Iryo cloud, even if a patient arrives at a new refugee camp where the Iryo system is already in place, the doctor there will be able to access the patient’s record.”

MedShr UK/Worldwide “MedShr has been developed to enable doctors and healthcare professionals to share and discuss clinical cases for peer-to-peer learning and medical education. It is a private, professional, verified network for clinical case discussion between medical professionals. No patient information is visible, all cases are anonymous and members can use the mobile app to get consent from patients to share images. Beyond that, all images and media are securely cloud stored with no images stored on the user’s device. Importantly, MedShr members are also able determine who can see and discuss their cases.”

Challenge #3 – Education

edSeed (United States, Gaza, Lebanon) “Edseed is about narrating stories of youth and bringing them closer to donors in the USA; participating in networking; and building a network for higher education of refugees to address policy issues, mentor students.”

Paper Airplanes (United States / Turkey, Lebanon, Jordan, KSA, Egypt, Iraq, Palestine) “Paper Airplanes (PA) is a nonprofit that uses video conferencing technology to provide free, peer-to-peer language and professional skills instruction to young adults and teens affected by conflict in the Middle East and North Africa. PA works to support these individuals to pursue their educational and employment goals and ultimately rebuild their lives. PA teaches English and Turkish to youth and adults, journalism to citizen journalists, and beginners’ coding skills to women. By using virtual communication technology to provide live instruction, PA is able to reach internally displaced and refugee youth as well as underserved populations who may be otherwise difficult to reach, including those inside Syria (approximately 50% of our students), young women and girls, and individuals in rural areas across the MENA region. Additionally, PA supplies computer tablets for select Youth Exchange Program participant recipients and scholarships to defray the cost of the IELTS and TOEFL exams for qualified PA graduates.”

Power.Coders (Switzerland) “Powercoders’ solution is to offer intensive computer programming classes to refugees over a three month period and then place them in an IT internship. As a result of the comprehensive training and subsequent placement, within a little less than a year our refugee graduates are exponentially better positioned to find and keep an IT job in Switzerland, and many do just that. The program is fully customized to address the challenges and issues that refugees may face when trying to integrate professionally and the courses enjoy an almost 100% internship placement success rate and subsequent 80% integration rate.”

RefgueeEd.Hub (Greece) RefugeeEd.Hub is an open source online database that promotes promising practice in refugee education globally. RefugeeEd.Hub aims to raise the quality of education for refugees and displaced people by generating knowledge and fostering collaboration among global and local stakeholders working to provide education to refugees. RefugeeEd.Hub will support education innovators, multilateral institutions, global development actors, education funders and government and policymakers to inform practice on the ground.

Challenge #4 – Employment Bitae Technologies (United States, Jordan)

“Bitae Technologies aims to help global, mobile talent, like refugees and migrants, carry their skills and experience with them in a secure, verified digital CV, addressing the lack of access to formal education and employment faced by refugees and other vulnerable populations. Bitae transforms non-formal learning and achievements into opportunities for refugees. We provide a platform to track, store and verify refugees’ non-formal learning and skills, creating a “digital backpack” of classes, workshops, internships and skills that together, can help a refugee move forward with education and employment. Bitae leverages mobile and blockchain technology to ensure that governments, international organizations, NGOs, educational institutions and employers are able to document non-formal learning and skills in the most inclusive, secure and transparent way. The Digital Backpack focuses on four key functions: creating badges and verifying skills, requesting and sending references, skills matching and skills assessment. Using existing tools, the platform makes it possible to create blockchain-backed credential badges that can be stored and shared.”

Human in the loop Bulgaria – 2017 “Human in the Loop is a social enterprise which employs and trains refugees to provide image annotation services to computer vision companies. It is a niche market that currently requires manual human input in order to train ML models to recognize images in a way that a human would, and Human in the Loop is part of a growing community of “impact sourcing” enterprises that is dedicated to providing employment to vulnerable groups in this sector. The opportunity they are seizing is that image annotation is a very accessible type of labor that does not require previous education or professional skills, but which can open the door to more advanced tech jobs and freelancing skills, which are especially useful for migrants. In this way, they are empowering refugees to earn a living in a dignified way and gain skills, and they are turning them in “digital nomads” who are able to make use of the opportunities that remote digital work provides to people who are on the move. Human in the Loop works as an outsourcing business with B2B sales. Their clients are companies from the computer vision, self-driving cars, drones, and satellite imager industry, which are training machine learning models.”

Rafiqi (United Kingdom, Germany, Jordan) “Rafiqi is a matching tool that leverages artificial intelligence to connect refugees in real-time and in a customized way to the opportunities that are the most suitable to his/her profile and that would lead to lifelong employment. Currently, there is no single platform where resettled refugees can access and filter the wide range of opportunities available to them, including jobs, trainings, mentorships and degrees, and where any organization (company/NGO/university) can seamlessly access and filter refugee talent. Refugees lack of knowledge of opportunities and of the right opportunities is resulting in them being unemployed or being overqualified for what they are actually doing. Despite the existence of some refugee to jobs matching programs supported by governments and NGOs in countries like Germany and the Netherlands, these matchings remain largely manual and limited in terms of intelligence. These matching efforts cannot scale well given the high number of refugees and the diversity of their profiles, as well as the diversity of opportunities available to them.”

Transformify Rebuild Lives Program (Worldwide / EU, Iraq) “The Rebuild Lives Program by Transformify exists to provide access to jobs and secure payment to displaced people as well as access to targeted eLearning to improve their skills by using recruitment CRM leveraging HR-tech, fintech and AI to connect refugees with employers and provide access to secure payment even if the refugees have no permanent address or a bank account.”

Challenge #5 – Social inclusion

PLACE (France, Germany, United Kingdom) “PLACE runs Innovation Labs for migrants and refugees in Europe. These labs transform the people from migrants and refugees into Innovators – creators of solutions for European societies. The labs are 1 to 3-day immersive experiences that apply design thinking methodology to enable Innovators to identify problems, understand their users, develop solutions and then rapidly test and prototype these solutions with a diverse community of local stakeholders. Beyond the Labs, the Innovators have the opportunity to develop their projects through the network of the PLACE collective – actors in the private, public and civil society that see the value of diversity in migrant-led innovation and who want to be a part of it. In addition to innovative solutions, the labs also produce a new leadership model for Europe. Innovators who demonstrate motivation and willingness to take on a role as a leader in migrant-led innovation are trained to be PLACE Catalysts. The Catalysts are trained in interculturality, sourcing, public speaking, networking and lab facilitation. They are then given the opportunity to apply these learnings as facilitators in Labs throughout Europe.”

Register of Pledges (Ireland) “The Register of Pledges project workstream are: Humanitarian Database of Pledges (Accommodation, Goods and Services) administered by Red Cross with back-office capabilities for pledge management and workflow and reporting capabilities; Open-source version of the technology is available on Github, a humanitarian data capture system with APIs and a translation interface; Evolve and open-source our Case Management System, to optimize Service User outcomes.”

SchoolX (UK/Turkey) “SchoolX envision a shared economy model with volunteer teachers which include university students, educated refugees, retired teachers and other local volunteers, who will teach refugee students. Due to the challenge of limited access to education that these displaced people face, our solution is to recruit teachers within the refugee community and local community, and connect them with refugee students who are eager to learn. The talents of these teachers are then harnessed to deliver rigorous and certified education to the students. Through this, volunteers, including refugee teachers, will also receive an allowance for their efforts as well. The solution, in a form of an online platform, will provide training packages that involve not only fundamental tenets of teaching, but also pedagogical and psycho-social training for the volunteers to prepare them to approach refugee children in the most appropriate and empowering manner, The online platform will also serve as a database which will be utilized to match teachers and students based on their needs, skills, availability, and geographical proximity in order to arrange flexible, face-to-face lessons.”

SPEAK (Portugal, Spain, Italy, Germany) SPEAK is a crowdsourced language and culture exchange network, based on an Online2Offline model. All processes are managed online, through a platform developed in-house, while the learning and sharing experience happens offline, allowing participants to establish a close relationship with one another. This model ensures a greater efficiency and minimization of fixed costs, allowing SPEAK to be sustainable at scale while charging only a symbolic fee for its program. SPEAK empowers its participants by expanding their language and cultural skills, all the while becoming part of mutual support networks. Through a language and culture exchange, SPEAK connects migrants, refugees and locals living in the same city. In creating bridges between migrants and locals, members often help each other with job offers or renting their first house in a new city thanks to the power of SPEAK communities. These networks are home to a multicultural community, based on equality and where cultural heritage is validated. In other words, SPEAK’s networks nurture unity in diversity. SPEAK’s volunteer Buddy system empowers anyone with the willingness to share their language and culture, allowing for an “everyone a changemaker” attitude, which encourages an even greater participation in local public life. he sustainability of the initiative relies on the community and willingness to promote SPEAK’s values of an integrated and inclusive society.”

Source: https://bloghyped.com/here-are-25-of-the-most-innovative-new-projects-using-tech-to-help-refugees-and-ngos/

[fmservers]

Here are 25 of the most innovative new projects using tech to help refugees and NGOs

From humble beginnings as a simple Facebook group I posted in September 2015, Techfugees has come a long way. It was conceived as a vehicle to enthuse technologists about the plight of refugees by waking them up to the idea that their innovation, startup mentality and design-led thinking could potentially bring new, scalable new solutions to the plight of displaced people. Today, Techfugees is an international non-profit with its own CEO, Joséphine Goube and a team based between London and Paris. Not bad for a handful of posts on social media…

What’s fascinating about the project as it’s developed is that, at the time, it was considered quite radical, perhaps even odd, to bring tech people into the equation. But simply watching the footage of refugees clutching smartphones as they fled war-torn regions and natural disasters made the tech world realize it can be part of the solution to many of the seemingly intractable problems refugees face.

Techfugees has grown into a community of around 18,000 innovators all over the world, supporting by way of their own projects or companies, via social media and taking part in hundreds of dedicated events around the world. This includes more than 30 hackathons and an annual Global Summit, the second of which happened over the last two days in Paris. The Summit had over 500 participants, such as social entrepreneurs, engineers, designers, humanitarians, policymakers, researchers or impact investors, a large number of whom who have a refugee background. Speakers discussed and debate the different uses of technology for displaced people during the time of migration until arrival to their new host societies.

The impact of climate change will cause the migration of 143 million people by 2050

This year’s program looked at four main topics: Access to Rights and Information; Data Ethics; Social Inclusion; and Climate Migration. The last issue is now of even greater urgency in 2018. According to a study by the World Bank published earlier this year, the impact of climate change will cause the migration of 143 million people by 2050, bringing with it looming humanitarian challenges.

Just like at your typical tech startup conference, Techfugees has a similar programme: The Techfugees Global Challenges Competition. This showcases projects responding to the needs of displaced populations and building technological products or services for them, based on Techfugees’ 8 guiding principles and addressing one of Techfugees’ five focus area: access to rights and information, health, education, employment and social inclusion. The applications went through an international Jury of experts who selected the 25 finalists from hundreds of applications, from 52 countries across the world, which pitched their project in front of an international Jury and Summit attendees.

The 5 winners (described in their own words) were:

Integreat (Germany)

“Integreat is an information app and website tailored to the specific needs of both newcomers as the users of the app and municipal administrations as the content providers. It’s a mobile guide for newcomers. Multilingual. Offline. Free. Can we provide the people arriving in our city with all relevant information in their native language as quickly as possible? Even without internet access and without confusing red tape? The result is an app called Integreat which passes on all relevant information in multiple languages to the newcomers. It is a holistic service ecosystem for cities, districts and organizations for the integration of people with a flight or migration background.”

Shifra Australia / USA “Shifra is not only a life-saving mHealth intervention, it is also a research project which aims to explore the social, cultural and geographic barriers to quality healthcare access many refugees experience, as cited by the refugees themselves. The Shifra web app is designed to improve access to quality sexual and reproductive health care. It provides local, evidence-based health information in multiple languages for communities with varying levels of language and health literacy. Shifra also directs users to trusted clinics where they can access respectful and safe care. We work with local health networks to improve their existing services based on the self-identified health needs found in Shifra’s anonymous user trend data.”

Antura and the Letters (Syria, Lebanon, Jordan, Turkey, Iraq and Egypt) “Antura and the Letters is an engaging mobile game that helps Syrian children learn how to read in Arabic and improve their psychosocial well-being. Considering that most refugees have old smartphones and connectivity is always a challenge for them, the game runs on old devices (from 2010/2011), it’s very small to download (less than 80Mb on Android) and it does not require internet connection. Antura and the Letters is completely free and open source… and it has been designed in order to be easily adaptable to other languages! That’s exactly what we want to do next with the goal to reach and help as many children as possible around the world.”

TaQadam (Lebanon) “In the era of machine learning and artificial intelligence, the data workers and annotators are the new programmers. From robots, drones, self-driving cars or e-commerce, the markets need for vision technology for artificial intelligence is extraordinary. One of the major building blocks of such AI-powered recognition systems is image annotation delivered with a human input – data training. Today’s data is driving tomorrow’s AI products. To be competitive in AI, innovation depends on having data-edge often more than a technology-edge, but 80% of data engineers’ time is spent on sourcing and preparing quality image data for AI models. TaQadam optimizes image annotation for data-driven companies with visual AI and delivers on-demand, vertical-specific, high-quality image annotation. With an API and a cloud architecture, we ensure a simple and secure way to build image data set with a high accuracy and precision, while simplifying the process of sourcing human insights from dedicated and trained teams of TaQadam. TaQadam is a unique service on the market that brings a specialized on use case teams that are building AI together with the client. With gamification and mobile accessible work on TaQadam Android App, we transform the experience of annotation to fit the younger generations. We create work of the future: accessible, flexible, allowing fluidity, community building and fun.”

Refugees Are (Worldwide) “Refugees Are map the public opinion around refugees in the news by: 1- Extracting daily news related to refugees from GDELT (open source news dataset) 2- Extracting location from the article 3- Applying sentiment analysis to classify it as positive, negative or neutral article 4- Extracting topics related to refugees using LSA (Latent Semantic Analysis) 5- Extracting most common words occurring with refugees 6- Visualizing it in an easy way for the public to understand 7- Let the public help identify negative news around refugees”

And finally The Mohajer App won a special jury prize for its outstanding work assisting Afghan refugees in Iran in incredibly difficult circumstances:

The Mohajer App Android / IOS Iran, US, Canada and UK “The Mohajer App was created with the support of Afghan communities inside Iran to address their needs. The app was completed with a group of paid and voluntary refugee-rights attorneys, advocates and technologists. Mohajer has two features: – The “Get Informed” section provides information for users concerning Iran’s immigration policy, the rights of Afghans in Iran, and resources that are available for concerns such as health, education, combatting from discrimination and more; the list continues to expand as users share their needs. The section also provides a list of support groups that our team has verified directly. The “Submit Report” feature enables users to share their everyday experiences as Afghans in Iran and support the larger community in addressing challenges by sharing information on events and experiences. The information on the app is also accessible offline, so as to support those without regular internet access.”

Here’s a run down of the rest of the 25 that pitched, in their own words: Challenge #1 – Access to rights & information

TikkTalk (Norway) “Tikk Talk is an open marketplace for interpretation services for everyone who is in need for interpretation assistance. So far the platform handles 80% of all assignments automatically, limiting the overhead costs which traditional agencies have. The platform also gives all parties full transparency which empowers them to make better decisions. Because of the tech, interpreters are in the forefront deciding on their wage and which assignments they would like to take. Before, Helse Førde (Hospital partner) switched to TikkTalk they only received 24% qualified interpreters now they receive 99% qualified interpreters.”

Refugee Info Bus (United Kingdom, France, Greece)

“Refugee Info Bus’s mission is simple. Operating at the frontlines of Europe’s ongoing refugee crisis, we provide good quality multilingual legal information and free Wifi to refugees on the move in, or having just arrived, in Northern France and in Greece. Our first Refugee Info Bus began life as an old horsebox, purchased, stripped-out, cleaned-up, and converted into a mobile office and Wi-Fi hotspot for refugees and asylum seekers living in northern France. Within a year, we facilitated over 91,000 Wi-Fi logins and delivered more than 1,000 workshops to 50,000+ individuals on the UK and French asylum systems.”

Refugee.Info (Greece, Bulgaria, Hungary, Serbia

“In mid-2016, Refugee.Info pivoted to focus on social media to better serve the needs and preferences of users, which had drastically changed after borders closed in Europe in March of that year. Refugee.info hired local journalists to obtain and verify news and other up-to-date information about the context, as well as content professionals to optimize the information for social media, applying private sector content marketing principles to increase ROI. Now, refugees in Greece, Italy and the Balkans can message the page and receive a quick answer from a moderator who will work with the journalists and lawyers to provide accurate information, often sourced from their website or blog.”

Challenge #2 – Health

Connect 2 Drs Mexico The platform of Connect2Drs was initially built to strive the private sector as a target market, and it still is. However, with the injustice and lack of a good health insurance for mexicans – deported or refugees – people with disabilities and people who need medical attention at home with palliatives became their main goal.

Doctor-X Jordan “Doctor-X is a multi-language medical history mobile application and website with, for each refugee, a private account that the doctor can update when he does an operation on the refugee, in the language the doctor speaks. The program will make it available in 5 languages in case the refugee goes to a new country and needs medical help.”

Iryo Jordan “Until now, medical workers in camps used Excel spreadsheets to make notes about patients. On top of that, medical workforce turnover is high, bringing additional confusion and inconsistency to Excel records. Iryo enables accurate medical history recording. Because data storage is decentralized with a copy on a local server, a second one on the patients mobile phone and a third one in the Iryo cloud, even if a patient arrives at a new refugee camp where the Iryo system is already in place, the doctor there will be able to access the patient’s record.”

MedShr UK/Worldwide “MedShr has been developed to enable doctors and healthcare professionals to share and discuss clinical cases for peer-to-peer learning and medical education. It is a private, professional, verified network for clinical case discussion between medical professionals. No patient information is visible, all cases are anonymous and members can use the mobile app to get consent from patients to share images. Beyond that, all images and media are securely cloud stored with no images stored on the user’s device. Importantly, MedShr members are also able determine who can see and discuss their cases.”

Challenge #3 – Education

edSeed (United States, Gaza, Lebanon) “Edseed is about narrating stories of youth and bringing them closer to donors in the USA; participating in networking; and building a network for higher education of refugees to address policy issues, mentor students.”

Paper Airplanes (United States / Turkey, Lebanon, Jordan, KSA, Egypt, Iraq, Palestine) “Paper Airplanes (PA) is a nonprofit that uses video conferencing technology to provide free, peer-to-peer language and professional skills instruction to young adults and teens affected by conflict in the Middle East and North Africa. PA works to support these individuals to pursue their educational and employment goals and ultimately rebuild their lives. PA teaches English and Turkish to youth and adults, journalism to citizen journalists, and beginners’ coding skills to women. By using virtual communication technology to provide live instruction, PA is able to reach internally displaced and refugee youth as well as underserved populations who may be otherwise difficult to reach, including those inside Syria (approximately 50% of our students), young women and girls, and individuals in rural areas across the MENA region. Additionally, PA supplies computer tablets for select Youth Exchange Program participant recipients and scholarships to defray the cost of the IELTS and TOEFL exams for qualified PA graduates.”

Power.Coders (Switzerland) “Powercoders’ solution is to offer intensive computer programming classes to refugees over a three month period and then place them in an IT internship. As a result of the comprehensive training and subsequent placement, within a little less than a year our refugee graduates are exponentially better positioned to find and keep an IT job in Switzerland, and many do just that. The program is fully customized to address the challenges and issues that refugees may face when trying to integrate professionally and the courses enjoy an almost 100% internship placement success rate and subsequent 80% integration rate.”

RefgueeEd.Hub (Greece) RefugeeEd.Hub is an open source online database that promotes promising practice in refugee education globally. RefugeeEd.Hub aims to raise the quality of education for refugees and displaced people by generating knowledge and fostering collaboration among global and local stakeholders working to provide education to refugees. RefugeeEd.Hub will support education innovators, multilateral institutions, global development actors, education funders and government and policymakers to inform practice on the ground.

Challenge #4 – Employment Bitae Technologies (United States, Jordan)

“Bitae Technologies aims to help global, mobile talent, like refugees and migrants, carry their skills and experience with them in a secure, verified digital CV, addressing the lack of access to formal education and employment faced by refugees and other vulnerable populations. Bitae transforms non-formal learning and achievements into opportunities for refugees. We provide a platform to track, store and verify refugees’ non-formal learning and skills, creating a “digital backpack” of classes, workshops, internships and skills that together, can help a refugee move forward with education and employment. Bitae leverages mobile and blockchain technology to ensure that governments, international organizations, NGOs, educational institutions and employers are able to document non-formal learning and skills in the most inclusive, secure and transparent way. The Digital Backpack focuses on four key functions: creating badges and verifying skills, requesting and sending references, skills matching and skills assessment. Using existing tools, the platform makes it possible to create blockchain-backed credential badges that can be stored and shared.”

Human in the loop Bulgaria – 2017 “Human in the Loop is a social enterprise which employs and trains refugees to provide image annotation services to computer vision companies. It is a niche market that currently requires manual human input in order to train ML models to recognize images in a way that a human would, and Human in the Loop is part of a growing community of “impact sourcing” enterprises that is dedicated to providing employment to vulnerable groups in this sector. The opportunity they are seizing is that image annotation is a very accessible type of labor that does not require previous education or professional skills, but which can open the door to more advanced tech jobs and freelancing skills, which are especially useful for migrants. In this way, they are empowering refugees to earn a living in a dignified way and gain skills, and they are turning them in “digital nomads” who are able to make use of the opportunities that remote digital work provides to people who are on the move. Human in the Loop works as an outsourcing business with B2B sales. Their clients are companies from the computer vision, self-driving cars, drones, and satellite imager industry, which are training machine learning models.”

Rafiqi (United Kingdom, Germany, Jordan) “Rafiqi is a matching tool that leverages artificial intelligence to connect refugees in real-time and in a customized way to the opportunities that are the most suitable to his/her profile and that would lead to lifelong employment. Currently, there is no single platform where resettled refugees can access and filter the wide range of opportunities available to them, including jobs, trainings, mentorships and degrees, and where any organization (company/NGO/university) can seamlessly access and filter refugee talent. Refugees lack of knowledge of opportunities and of the right opportunities is resulting in them being unemployed or being overqualified for what they are actually doing. Despite the existence of some refugee to jobs matching programs supported by governments and NGOs in countries like Germany and the Netherlands, these matchings remain largely manual and limited in terms of intelligence. These matching efforts cannot scale well given the high number of refugees and the diversity of their profiles, as well as the diversity of opportunities available to them.”

Transformify Rebuild Lives Program (Worldwide / EU, Iraq) “The Rebuild Lives Program by Transformify exists to provide access to jobs and secure payment to displaced people as well as access to targeted eLearning to improve their skills by using recruitment CRM leveraging HR-tech, fintech and AI to connect refugees with employers and provide access to secure payment even if the refugees have no permanent address or a bank account.”

Challenge #5 – Social inclusion

PLACE (France, Germany, United Kingdom) “PLACE runs Innovation Labs for migrants and refugees in Europe. These labs transform the people from migrants and refugees into Innovators – creators of solutions for European societies. The labs are 1 to 3-day immersive experiences that apply design thinking methodology to enable Innovators to identify problems, understand their users, develop solutions and then rapidly test and prototype these solutions with a diverse community of local stakeholders. Beyond the Labs, the Innovators have the opportunity to develop their projects through the network of the PLACE collective – actors in the private, public and civil society that see the value of diversity in migrant-led innovation and who want to be a part of it. In addition to innovative solutions, the labs also produce a new leadership model for Europe. Innovators who demonstrate motivation and willingness to take on a role as a leader in migrant-led innovation are trained to be PLACE Catalysts. The Catalysts are trained in interculturality, sourcing, public speaking, networking and lab facilitation. They are then given the opportunity to apply these learnings as facilitators in Labs throughout Europe.”

Register of Pledges (Ireland) “The Register of Pledges project workstream are: Humanitarian Database of Pledges (Accommodation, Goods and Services) administered by Red Cross with back-office capabilities for pledge management and workflow and reporting capabilities; Open-source version of the technology is available on Github, a humanitarian data capture system with APIs and a translation interface; Evolve and open-source our Case Management System, to optimize Service User outcomes.”

SchoolX (UK/Turkey) “SchoolX envision a shared economy model with volunteer teachers which include university students, educated refugees, retired teachers and other local volunteers, who will teach refugee students. Due to the challenge of limited access to education that these displaced people face, our solution is to recruit teachers within the refugee community and local community, and connect them with refugee students who are eager to learn. The talents of these teachers are then harnessed to deliver rigorous and certified education to the students. Through this, volunteers, including refugee teachers, will also receive an allowance for their efforts as well. The solution, in a form of an online platform, will provide training packages that involve not only fundamental tenets of teaching, but also pedagogical and psycho-social training for the volunteers to prepare them to approach refugee children in the most appropriate and empowering manner, The online platform will also serve as a database which will be utilized to match teachers and students based on their needs, skills, availability, and geographical proximity in order to arrange flexible, face-to-face lessons.”

SPEAK (Portugal, Spain, Italy, Germany) SPEAK is a crowdsourced language and culture exchange network, based on an Online2Offline model. All processes are managed online, through a platform developed in-house, while the learning and sharing experience happens offline, allowing participants to establish a close relationship with one another. This model ensures a greater efficiency and minimization of fixed costs, allowing SPEAK to be sustainable at scale while charging only a symbolic fee for its program. SPEAK empowers its participants by expanding their language and cultural skills, all the while becoming part of mutual support networks. Through a language and culture exchange, SPEAK connects migrants, refugees and locals living in the same city. In creating bridges between migrants and locals, members often help each other with job offers or renting their first house in a new city thanks to the power of SPEAK communities. These networks are home to a multicultural community, based on equality and where cultural heritage is validated. In other words, SPEAK’s networks nurture unity in diversity. SPEAK’s volunteer Buddy system empowers anyone with the willingness to share their language and culture, allowing for an “everyone a changemaker” attitude, which encourages an even greater participation in local public life. he sustainability of the initiative relies on the community and willingness to promote SPEAK’s values of an integrated and inclusive society.”

Via Mike Butcher https://techcrunch.com

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How to do localization right - Citymapper in Hong Kong

After switching to Android last year, Google Map has been my first choice of transit app. Living in a city that public transport operators discourage open data, transit app is for navigation most of the time. Although selected lines of MTR and bus operators have their own app to share real-time next train / bus data, yet they refuse to share them with an open API, welcoming third-party apps integration like Google Map or Citymapper.

I downloaded Citymapper (iOS and Android, Free) again yesterday when I was looking for alternative transit route as the app include minibus. I took MTR in the end but I was really impressed by all the localization efforts by the team since I was last used a few years back. While Google Map is focusing on location data and personal recommendation as announced this year at Google I/O (Considering Google core business is to collect data as much as possible), Citymapper took a different approach as it help users commute from one place to another.

The app's core idea is turn people into a well-informed commuter, so user can make a the right decision to commute. In Hong Kong, Not only did all means of transport (even red & green minibus) are listed in Citymapper, they even collaborate with local transport monitor group to deliver live service update. (Given that MTR broke down all the time). Citymapper also include the location of nearest dockless bike and scooters last year globally, forecasting their vision of a city's future on transportation. One sweet thing worth mentioning, is that they use local snacks as a reference to calculate calories intake.

Here's a list of features of Citymapper that you cannot find on Google Map   

Real-time HKTram Arrival Time

Route and Stations Search for Red & Green Minibus

Real-time notification of MTR Status Update, collaborating with MTR Service Update  

Locating the nearest dockless bike (OFO in Hong Kong)

Fare Calculator

Share Live Commute Progress & Estimated time of arrival

In London, Citymapper is also experimenting with the idea of Smart Bus, a bus-taxi hybrid that is responsive to traffic and commuter destination. It could take forever to see it on the road in Hong Kong. But the idea of building next-generation transportation is very exciting.

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