#OpenBuilds

[govindhtech]

Open Buildings 2.5D Temporal Dataset: AI Maps For Worldscape

Open Buildings 2.5D Temporal Dataset, AI-driven maps for an evolving global landscape. The UN expects 2.5 billion additional people to live in cities by 2050, largely due to population movements and growth in the Global South. It need new tools to understand how it’s cities are growing and evolving to ensure that every person is included when making choices and preparing for basic utilities like electricity and water.

Today, Google is adding a new dataset that contains details on how building presence varies over time to the Open Buildings initiative, which seeks to assist different organizations in understanding and making plans for it changing environment. Building height data is now accessible for the first time in the Open Buildings 2.5D Temporal Dataset, covering the years 2016–2023.

Open buildings

Why it’s important to map buildings

Maps are essential for obtaining numerous necessities. Determining people’s whereabouts is a prerequisite for providing basic services like running water and electricity as well as for making sure they are taken into consideration during emergency situations. It can guarantee that everyone gets reached and assist decision-makers in understanding the present situation by producing maps.

For this reason, in 2021, Google Research unveiled the Open Buildings initiative. This project started in an AI project Lab in Accra, Ghana, and mapped 1.8 billion buildings throughout Africa, Asia, Latin America, and the Caribbean. Over 40% of the world’s territory and 54% of its people. Governments, enterprises, organizations, and researchers have used Open Buildings for various objectives in recent years.

For instance, to maximize the effect in the most needy regions, Sunbird AI, a charity organization based in Uganda, utilized the Open Buildings dataset to recommend sites for rural electrification initiatives. In addition to being helpful for many other uses, this kind of data has allowed us to add buildings from all over the globe to Google Maps, increasing its accuracy.

How this new Temporal Dataset was created

It is used artificial intelligence (AI) to super-resolve and extract building heights and footprints from lower-resolution, publicly accessible Sentinel-2 collecting footage in order to create this dataset. This is significant because, in the Global South, lower-fidelity satellite data is more readily accessible than high-fidelity imagery; thus, they had to develop models that could precisely categorize buildings using these lower-fidelity pictures.

To enable anybody to examine it procedures and findings in more depth, they are making available both the technical report and an interactive version of the Earth Engine App.

Additionally, It’s are providing the Open Buildings 2.5D Temporal Dataset at no cost in order to aid the efforts of humanitarian groups, legislators, and other professionals operating in the Global South. The image collection is available for analysis using Earth Engine’s extensive library of other environmental datasets and planetary-scale computing power. It is stored as an Image Collection in the Earth Engine Data library (link).

How Its’ve worked together to increase impact

It working with partners who are using the information for a range of significant initiatives. For instance, Open Buildings is being used by WorldPop to generate up-to-date and precise population estimates worldwide. UN organizations and countries utilize WorldPop estimates. Additionally, WorldPop is collaborating with partners in Nigeria who have identified and reached out to children who have not gotten regular vaccination services by using the data.

“Its’ve been able to map populations more accurately by Google’s Open Buildings dataset, and the new Temporal dataset opens up new chances to better portray global population shifts’ fast pace.”

Through the Data towns project, a partnership with UN Global Pulse, Sunbird AI is leveraging it dataset to provide in-depth profiles of Fort Portal and Jinja, two developing towns in Uganda. Using geospatial data to provide municipal officials with the means to make well-informed choices on policy and urban planning, as well as to recognize and analyze wider patterns that need attention, is the aim.

Limitations and places where It want to make improvements

With the help of an AI advances, which include elevation estimations, super resolution, and satellite image segmentation, the whole planet is now represented on a dynamic, global dataset. However, there are still some restrictions that can have an impact on the data and make it impossible for us to map certain structures precisely.

The sky must be clear: To get the best outcomes, It need a number of cloud-free photos. This may be an issue in some very overcast regions, resulting in less trustworthy data. You may have noticed that the confidence ratings for some years are lower.

It is possible to overlook tiny structures: There is a limit to the number of buildings that are smaller than a single picture pixel. Tiny buildings, such as makeshift shelters, may not be seen.

Pixels, not polygons: Due to Sentinel-2’s reduced input data resolution, it is very challenging to generate the geometrical form of the buildings, which was included in the prior dataset. Rather, it raster-formatted data on building presence has a confidence score assigned to each pixel.

Other peculiarities: A few other technical problems, such as mistakes in picture stitching and a few false positives (detecting something that isn’t there), might also have an impact on the results.

Because the world is always changing, maps are dynamic. Artificial intelligences(AI) explains this transition using the Open Buildings 2.5D Temporal Dataset. In order to assist place everyone on the map, It look forward to sharing this information with its partners that promote inclusive and sustainable urban development.

It cordially welcome global scholars, decision-makers, and development practitioners to examine the Open Buildings 2.5D Temporal Dataset and provide us with your thoughts.

Read more on Govindhtech.com

[zero2046-blog]

Nexus 专访｜Jens Groth 揭秘如何构建全球可验证计算的未来？

受访者: Jens Groth，Nexus 首席科学家 采访及撰文：Alex, OpenBuild 内容团队 在 AI、大数据与 Web3 加速融合的当下，如何验证大规模计算的真实性，正成为数字世界面临的核心技术挑战。Nexus 正在推动一项前沿探索 —— 构建一个全球协同运行的可验证计算基础设施，融合零知识虚拟机 zkVM[1] 与分布式 prover 网络[2]，打造一台可信的「超级计算机」。 在本期专访中，OpenBuild 深度对话 Nexus 首席科学家、密码学权威 Jens Groth[3] 教授，围绕 zkVM 的技术演进、分布式计算架构设计、AI 场���下的可信执行路径等关键议题展开探讨。他还分享了 Nexus 如何在保障隐私的同时，实现性能与可扩展性的平衡，为构建可验证的数字文明提供底层支撑。 作为零知识证明领域的重要奠基人，Jens Groth 教授于 2016…

[differenttimemachinecrusade]

MEP Software Market Trends, Innovations, and Strategic Insights 2032

MEP Software Market was valued at USD 3.80 billion in 2023 and is expected to reach USD 9.20 Billion by 2032, growing at a CAGR of 10.34% from 2024-2032.

The MEP Software Market is witnessing rapid growth, driven by the increasing adoption of digital solutions in the construction industry. The demand for efficient Mechanical, Electrical, and Plumbing (MEP) design and project management tools is rising due to growing infrastructure projects worldwide. With advancements in Building Information Modeling (BIM) and cloud-based technologies, MEP software is becoming an essential tool for architects, engineers, and contractors.

The MEP Software Market continues to expand as companies seek innovative solutions to streamline project planning, enhance accuracy, and reduce operational costs. The integration of AI, automation, and real-time collaboration tools is further transforming the industry. Governments and private sectors are increasingly investing in smart infrastructure projects, further fueling the demand for MEP software.

Get Sample Copy of This Report: https://www.snsinsider.com/sample-request/3803 

Market Keyplayers:

Autodesk - Revit MEP

Trimble - Tekla Structures

Hexagon - Smart MEP

Dassault Systèmes - CATIA

Bentley Systems - OpenBuildings Designer

Nemetschek Group - Allplan

Siemens - Desigo CC

AVEVA - AVEVA Everything 3D (E3D)

Procore Technologies - Procore MEP

Graphisoft - ARCHICAD

CYPE - CYPECAD MEP

MagiCAD - MagiCAD for Revit

IES - IESVE

Fiatech - Techno-Structural MEP

Kreon - Scan-to-BIM

Vico Software - Vico Office

ZWSOFT - ZWCAD

Cadalyst - AutoCAD MEP

Bluebeam - Revu

BIMobject - BIMobject Cloud

Market Trends Driving Growth

1. Growing Adoption of BIM Integration

MEP software is increasingly integrated with Building Information Modeling (BIM) to improve collaboration, minimize design conflicts, and enhance project efficiency.

2. Rise of Cloud-Based MEP Solutions

Cloud technology is enabling real-time access to MEP project data, improving remote collaboration and reducing software maintenance costs for businesses.

3. AI and Automation Enhancing Design Efficiency

Artificial Intelligence (AI) and automation tools are streamlining complex calculations, optimizing resource management, and improving decision-making in MEP projects.

4. Sustainability and Green Building Initiatives

With the global push for energy-efficient buildings, MEP software is incorporating features that enable better energy modeling and sustainable design planning.

Enquiry of This Report: https://www.snsinsider.com/enquiry/3803 

Market Segmentation:

By Software

BIM MEP Software

CAD MEP Software

By Application

Mechanical

Electrical

Plumbing

By Services

Advice and engineering

Maintenance and support

System integration

Market Analysis

Key factors influencing market growth include:

Technological Advancements: AI-driven modeling, cloud computing, and IoT integration are revolutionizing MEP design and analysis.

Rising Urbanization and Smart Cities: Governments worldwide are investing in infrastructure projects, increasing the demand for advanced MEP solutions.

Growing Construction Industry: Rapid expansion in commercial, residential, and industrial construction is fueling market demand.

Regulatory Compliance and Safety Standards: Stricter regulations are driving the need for MEP software to ensure compliance with building codes and safety guidelines.

Future Prospects: What Lies Ahead?

1. Expansion of AI and Machine Learning in MEP Software

Advanced AI algorithms will further optimize design accuracy, reduce errors, and enhance predictive maintenance capabilities.

2. Increased Adoption of IoT-Enabled Smart Systems

The integration of IoT with MEP software will allow real-time monitoring of building systems, improving efficiency and reducing operational costs.

3. Growth in Modular and Prefabricated Construction

MEP software will play a crucial role in the rising trend of modular and prefabricated construction, enabling precise and automated MEP system design.

4. Global Expansion and Emerging Markets

The demand for MEP software is rising in developing economies, where rapid infrastructure development is creating new opportunities for market players.

Access Complete Report: https://www.snsinsider.com/reports/mep-software-market-3803 

Conclusion

The MEP Software Market is poised for continued growth, driven by advancements in AI, cloud computing, and smart building technologies. As the construction industry embraces digital transformation, MEP solutions will play a crucial role in optimizing design, improving efficiency, and ensuring regulatory compliance. With increasing global investments in infrastructure and sustainability, the future of the MEP software market looks promising.

About Us:

SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.

Contact Us:

Jagney Dave - Vice President of Client Engagement

Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK)

[distinguishedconnoisseurgarden]

Future-Ready BIM Software: Elevate Your Designs with Innovation

Building Information Modeling (BIM) has revolutionized the architecture, engineering, and construction (AEC) industry by offering smarter, more efficient workflows. From project planning to facility management, BIM software enables seamless collaboration, cost reduction, and data-driven decision-making.

What is BIM Software?

BIM software allows professionals to create digital representations of buildings and infrastructure, integrating 3D models with data like material specifications, scheduling, and cost estimates. It enhances coordination among stakeholders and minimizes errors during construction.

Top BIM Software in 2025:

Here are the top BIM software tools transforming the industry:

1. Autodesk Revit: A widely used BIM tool, Autodesk Revit offers parametric modeling, collaboration features, and documentation tools. It supports architects, engineers, and contractors in design, visualization, and construction planning.

2. Graph iSOFT Archicad : Archicad is known for its user-friendly interface and powerful design capabilities. It provides seamless collaboration, automated documentation, and real-time visualization for architects and designers.

3. Bentley OpenBuildings Designer: This tool is ideal for large-scale infrastructure projects. It integrates structural, mechanical, and architectural elements, improving project coordination and efficiency.

4. Trimble Tekla Structures: Tekla Structures focuses on structural design and detailing. It is widely used in steel and concrete construction, offering high accuracy in modeling and fabrication.

5. Vectorworks Architect: This software is preferred by architects for its flexible design and modeling tools. It supports 2D and 3D workflows and offers BIM capabilities with enhanced visualization.

6. Dassault Systèmes CATIA: CATIA is a powerful BIM solution used in complex engineering and architectural projects. It is widely used in aerospace and industrial design, enabling precise modeling.

7. Nemetschek Allplan: Allplan is known for its robust structural and architectural modeling tools. It enables seamless collaboration between engineers and architects.

Case Studies: BIM Software in Action

Case Study 1: Sustainable Commercial Complex with Autodesk Revit

Project: Green Office Tower, Mumbai, India Challenge: The architectural firm needed to design a sustainable, energy-efficient commercial complex while minimizing material waste. Solution: Autodesk Revit's energy analysis tools helped optimize natural lighting and ventilation. Clash detection features prevented design errors, ensuring smooth coordination between architects, engineers, and contractors. Results: The project achieved a 30% reduction in energy consumption and a 15% cut in overall costs. The design team reported a 40% improvement in workflow efficiency due to streamlined collaboration.

Case Study 2: Precision in Bridge Construction with Tekla Structures

Project: Steel Bridge Project, Germany Challenge: The company needed a solution to improve accuracy in steel detailing and reduce material wastage. Solution: Tekla Structures enabled precise steel modeling, detailing, and fabrication planning, reducing manual errors. Integration with CNC machines ensured seamless prefabrication. Results: The firm reduced material waste by 15%, improved construction accuracy, and completed the project 20% ahead of schedule.

Case Study 3: High-Rise Residential Development with Archicad

Project: Luxury Apartment Complex, New York, USA Challenge: The real estate developer required a BIM solution to enhance collaboration between designers, engineers, and contractors for a 40-story residential tower. Solution: Graphisoft Archicad facilitated real-time collaboration, reducing communication gaps. The software's automated documentation streamlined approvals and compliance. Results: The project was completed 10% ahead of schedule, with a 12% reduction in costs. The BIM workflow significantly improved design accuracy, leading to fewer on-site reworks.

How to Choose the Right BIM Software:

Selecting the best BIM software depends on factors such as:

Project Type: Structural, architectural, or MEP-focused software.

Collaboration Needs: Cloud-based vs. desktop solutions.

Budget: Consider licensing costs and scalability.

Integration: Compatibility with other tools like AutoCAD, Rhino, or VR applications.

Conclusion:

BIM software continues to shape the future of construction by enhancing design accuracy, improving collaboration, and optimizing costs. With tools like Revit, Archicad, and Tekla Structures, AEC professionals can achieve greater efficiency and sustainability in their projects. Choosing the right BIM software ensures smoother project execution and long-term success in the industry.

[conceptual-hardware]

I spent the morning getting the plotter tuned in and made some art with it. The last photo shows the rev 2 tool changer. #conceptualhardware, #productdevelopment, #hardware, #Pittsburgh, #productdesign, #prototype, #rapiddevelopment, #micromanufacturing, #onshape, #oshw, #opensourcehardware, #pgh, #plotterart #openbuilds #grblesp32, #plotter https://www.instagram.com/p/CV1GAqbrBHI/?utm_medium=tumblr

[sodakliberty]

Print results from the January 2021 Alien3D UFO box

Print results from the January 2021 Alien3D UFO box

I’m slowly getting caught up on my subscriptions boxes. I hope to have them all caught up before the new round of goodies comes in the mail. This post will focus on the January 2021 Alien3D UFO subscription box. This cool subscription box includes four sample filaments and a small electronics projects each month. Contents of the box Alien3D January 2021 UFO contents. As always, this month’s…

[amrselim]

openbuildings designer عربي creating a conceptual model تاكد انك مشترك في القناة 💯 ومفعل الجرس عشان يوصلك كل جديد 🔔 وما تنساش تعمل لايك للفيديو 👍 شير مشاركة #BIMarabia اشترك في القناة لمتابعة الشروحات الجديدة videos https://www.youtube.com/channel/UCZYaOLTtPmOQX1fgtDFW52Q?sub_confirmation=1 بيم ارابيا https://bit.ly/1TSqEbr Places to find me! https://bit.ly/OcqQ6x https://bit.ly/2nqASDv Wordpress: https://bit.ly/SsszPw Instagram: https://bit.ly/2JY3wZP Twitter: https://twitter.com/BIMarabia January 13, 2022 at 06:11PM by BIMarabia

[markfrancombe]

View this post on Instagram

A post shared by ꪑꪖ᥅ᛕᠻ᥅ꪖꪀᥴꪮꪑ᥇ꫀ (@markfrancombe)

#talesfromthetowers #3dprint #ender3pro #stopframeanimation #motioncontrol #stopmotion #openbuilds #creative3d #panduro #nesodden #animation #cranesband #markfrancombe #ordoabchao #modelmaking #modelmakingprocess https://www.instagram.com/p/CQTQecGJly5/?utm_medium=tumblr

[vaidaelena]

Poster I drew for Open House Vilnius festival

[hunterstabler]

I am not sure if I will keep participating on this platform. I highly recommend removing the instagram app from your phone, and only viewing it on a browser with uBlock origin installed. The algorithm will punish you for this, but it is worth it to avoid the surveillance and ads. Here is some shots of recent work. CNC milled wood with automotive chameleon paint. I took a couple months off from looking at instagram at all, and it was really nice. I recommend taking a break; it feels great. The algorithm will also punish you for this. If I have any friends or acquaintances who have experience setting up home servers, please let me know. Hope y'all are doing well and living happy. . #flipmill #tactilesculpture #handheldsculpture #spetool #makita #flyingsaucer #ufo #yantra #sacredgeometry #woodcraft #cncrouter #openbuilds #opensourcehardware #opensource #workbeecnc #leadcnc #ooznest #cncshield #tapermill #taperballmill #topology #cnctopography #topography #topologyoptimization #meshmixer #meshlab #GRBL #vevorcnc #meterkcnc #arduino — view on Instagram https://ift.tt/3irdUe4

[mazuirross]

View this post on Instagram

A post shared by Maz AKA Rasali (@mazuirross)

Baby steps. 😉 Slides pretty smooth. 😁#delta3dprinter #diy3dprinter #RobotDigg #OpenBuilds (at Gresham, Oregon)

[amrselim]

openbuildings designer بالعربي viewing groups and view attributes تاكد انك مشترك في القناة 💯 ومفعل الجرس عشان يوصلك كل جديد 🔔 وما تنساش تعمل لايك للفيديو 👍 شير مشاركة #BIMarabia اشترك في القناة لمتابعة الشروحات الجديدة videos https://www.youtube.com/channel/UCZYaOLTtPmOQX1fgtDFW52Q?sub_confirmation=1 بيم ارابيا https://bit.ly/1TSqEbr Places to find me! https://bit.ly/OcqQ6x https://bit.ly/2nqASDv Wordpress: https://bit.ly/SsszPw Instagram: https://bit.ly/2JY3wZP Twitter: https://twitter.com/BIMarabia January 13, 2022 at 06:11PM by BIMarabia

[planetarduino]

Modular CNC machine made with Arduino

Arduino boards running GRBL software have long been used for CNC machine control, but usually you need to choose between having a router or laser cutter. This project, however, is specifically designed to accommodate both with a modular carriage system.

Build-wise, it’s a fairly standard XYZ gantry CNC — with a frame made out of V-slot aluminum extrusions from OpenBuilds cut to length by a circular saw. The X and Y axes are controlled via NEMA 17 stepper motor and belt drive assemblies, while height adjustment is accomplished with a NEMA 23 motor and screw drive.

The electronics are all hidden away in a separate enclosure, including the Arduino Uno/CNC shield that serves as the brains of the operation and a cooling fan to keep the temperature inside in check. 

If you’ve been considering doing this type of build, this looks like a great place to start, and you can see a demos of it in laser and spindle modes in the videos below.

Modular CNC machine made with Arduino was originally published on PlanetArduino

[markfrancombe]

#talesfromthetowers #3dprint #ender3pro #stopframeanimation #motioncontrol #stopmotion #openbuilds #creative3d #nesodden #animation #cranesband #markfrancombe #ordoabchao #modelmaking #modelmakingprocess (at Bomannsvik) https://www.instagram.com/p/COFumSMpxlJ/?igshid=eq2lw3codoeq

[mmorggospel]

Free cad program for hobbyist

#Free cad program for hobbyist generator#

#Free cad program for hobbyist full#

#Free cad program for hobbyist software#

#Free cad program for hobbyist code#

#Free cad program for hobbyist free#

Fast 3-axis cut-workpiece simulation with 3D visualization.CAMotics should serve the highly technical user but remain simple and user friendly enough to support less techie types as well. And, if you need more help, we'll be happy to answer your questions via the discussion group.ĬAMotics aims to be a useful CNC simulation platform for the DIY and Open-Source community. By looking at the built-in examples and using the online documentation you'll be running your own simulations in no time. With the power to simulate your CNC tool paths you will avoid dangerous and expensive mistakes. It's fast, easy to use and best of all Open-Source and free. With CAMotics, you can simulate 3-axis GCode programs for CNCs and visualize the results in 3D.

#Free cad program for hobbyist free#

Licensing: Grbl is free software, released under the GPLv3 license. That means the controller will look up to 18 motions into the future and plan its velocities ahead to deliver smooth acceleration and jerk-free cornering.

#Free cad program for hobbyist full#

Grbl includes full acceleration management with look ahead. Macro functions, variables, and most canned cycles are not supported, but we think GUIs can do a much better job at translating them into straight g-code anyhow. Arcs, circles and helical motion are fully supported, as well as, all other primary g-code commands. It accepts standards-compliant g-code and has been tested with the output of several CAM tools with no problems. It is able to maintain up to 30kHz of stable, jitter free control pulses. The controller is written in highly optimized C utilizing every clever feature of the AVR-chips to achieve precise timing and asynchronous operation. It will run on a vanilla Arduino (Duemillanove/Uno) as long as it sports an Atmega 328. Grbl is a no-compromise, high performance, low cost alternative to parallel-port-based motion control for CNC milling.

Setup toolpaths for CNC Routing, Laser cutting, Plasma Cutting and Dragknives.

Import DXF/SVG/PNG/BMP/JPG/Gerber/Excellon files.

OpenBuilds CAM is a web-based application for converting SVG, DXF and Bitmap drawings, to GCODE for use with your CNC, Laser, Plasma or Dragknife Machine

and even help with your Firmware configuration.

Flatten/Surface your spoilboard / stock.

OpenBuilds CONTROL is an application for connecting to, and controlling, your CNC, Laser, Plasma or Dragknife machine. OpenBuilds CONTROL - Machine Interface Controller

#Free cad program for hobbyist software#

It is free software licensed under the GPL v3. Take a look at the Features page for a full list features. P圜AM supports a wide range of toolpath strategies for 3D models and 2D contour models. The resulting G-Code can be used with LinuxCNC or any other machine controller. It loads 3D models in STL format or 2D contour models from DXF or SVG files.

#Free cad program for hobbyist generator#

P圜AM is a toolpath generator for 3-axis CNC machining.

#Free cad program for hobbyist code#

Full source code available under the terms of the GNU GPLv2 (General Public License version 2).Supports rigid tapping, cutter compensation, and many other advanced control features.Compatible with many popular machine control hardware interfaces.Accepts G-code input, drives CNC machines in response.Simple installation on Debian and Ubuntu, or via our Live/Install DVD/USB images.Runs under Linux (optionally with realtime extensions).It can drive milling machines, lathes, 3d printers, laser cutters, plasma cutters, robot arms, hexapods, and more. This step is called post processing there are different post processors available. Export the job with a g-code, matching to your machine.These Path objects use internal FreeCAD G-Code dialect, independent of the CNC machine. Tools are selected as required by the Job Operations.This contains all the information required to generate the necessary G-Code to process the Job on a CNC mill: there is Stock material, the mill has a certain set of tools and it follows certain commands controlling speed and movements (usually G-Code). A 3D model is the base object, typically created using one or more of the Part Design, Part or Draft Workbenches.The FreeCAD Path Workbench workflow creates these machine instructions as follows: Typically, instructions are a G-Code dialect. These produce real-world 3D objects on CNC machines such as mills, lathes, lasercutters, or similar. The Path workbench is used to produce machine instructions for CNC machines from a FreeCAD 3D model. FreeCAD - Path workbench - About FreeCAD

[hunterstabler]

CNC milled handheld wooden sculpture. Automotive chameleon paint on poplar with stainless steel inset braille rasters. . . . . . #flipmill #cncrouter #tapermill #taperballmill #tactileart #tactilesculpture #handheldsculpture #openbuilds #ooznest #workbeecnc #leadcnc #oxcnc #opensourcehardware #shapeoko #xcarvepro #rhino3D #fusion360 #fusion360CAM #rhinoCAM #mach4 #GRBL #cncshield #reprap #bigtreetech #transcentalobjectattheendoftime #gabriel #UFO #flyingsaucer #mach3 #sainsmart — view on Instagram https://ift.tt/3lM874Q