#Projects in Machine Learning

[takeoffproject]

Machine Learning Project Ideas for Beginners

By collaborating with industry experts and highly trained machine learning professionals, Takeoff Projects has been successfully offering comprehensive support for machine learning project ideas.

From understanding the key problem to assisting with data labeling, classification, training, and successful implementation, our machine-learning professionals work closely with students to ensure the smooth delivery of their Machine Learning Project Ideas.

Towards Real-Time Eye Blink Detection in the Wild

Real-time developments in eye blink detection are significant in detecting deceiving behaviors, and driver drowsiness and protect against face spoofing. Despite the recognition of this problem and attempts to solve it, most of the proposed methods work only under strictly defined conditions within a controlled environment, e.g., inside a building. Nonetheless, for application, it is far more complex and beneficial to look for eye blinks in several different situations in the real environment.

Smart Mirror Based On Raspberry Pi

The Internet impacted our lives positively by enhancing the way we searched for information and interrelating with people via the web. Mobile phones were later replaced by smartphones and this created the Internet of Things where even the objects are connected to the internet. It is possible to make many objects ‘smart,’ and some are more suitable for this than others. For instance, mirrors are relevant in that they are large enough to contain information and to be manipulated.

Smart Guiding Glasses For Visually Impaired People

The system guides blind users by indicating clear paths. A prototype with a camera and an ultrasonic sensor was created and tested by several users. The results showed that these smart glasses significantly improve the user's ability to move safely in complex indoor environments. Therefore, this device can help visually impaired people travel safely.

Conclusion:

Takeoff Projects excels in providing comprehensive support for Machine Learning Project Ideas by partnering with industry experts and skilled machine learning professionals. This ensures smooth project delivery, from problem understanding to implementation.

Innovations like real-time eye blink detection are crucial for detecting deceiving behaviors, driver drowsiness, and face spoofing, especially in diverse real-world conditions. The smart mirror based on Raspberry Pi demonstrates how the Internet of Things can transform everyday objects into interactive devices.

[anielskaaniela]

How to Sew Own Clothes for Beginners - Free Sewing Patterns

In this post, you will learn how to sew own clothes as beginner. Love what you see ? Support me by snagging some cool items from my shop! Every purchase helps me bring you more awesome content. Thank you! Shop Now Why Sew Your Own Clothes? Sewing your own clothes is a fantastic way to express your personal preferences and style. It offers the freedom to create unique pieces that fit you…

[garblegarden]

i've been learning to sew recently

[jaguarsoup]

Plotting something (sewing project I won’t finish)

||DO NOT FEED TO AI DO NOT USE FOR MACHINE LEARNING||

[sonictoaster]

The messenger bag I made in 2019 finally started to wear to pieces after four years of faithful service. Time for a new one!

I made the original bag without a pattern, but this time I had something to work with. I took the old bag apart and made a pattern from the pieces.

It took me a while to find the right material. I wasn’t sure what it would look like, I just knew I’d know it when I saw it. I finally found this double-sided Japanese cloth in a shop in Portland.

Once I had the right cloth for the exterior, I found a fun pattern for the interior bag in a local shop. (I always use a lighter material for the interior so it's easier to find things).

The first bag was a struggle—I had no idea what I was doing! I expected the second bag to be difficult as well, but the process went surprisingly smoothly. I got stuck a few times and had to take a day or two to figure out a solution, but the solutions always worked better than I expected!

For instance—in spite of carefully measuring each piece, the outer flap ended up being too small. I ended up constructing a border to extend the edges.

With heavy interfacing and waterproof lining, the walls were very thick and tricky to work with. Having a better sewing machine than last time helped!

Lots of pockets and hooks on the inside—essential.

I found a leather camera strap I haven't used since college and added a couple of decorative wooden buttons a friend gave me and I'd been saving for the right moment. The blue webbing along the sides that support the leather strap are repurposed from the original bag. I like that a little bit of the old bag is worked into the new.

The whole process took... weeks—but I’m so happy with how it all came together!

[binah-beloved]

discarded Arbiter class android Binah who was meant to be shut down and destroyed but somehow ended up in a scrap heap, broken and comatose but still alive.

and you, a mechanic who finds her while scavenging and brings her home, wanting to at least make an attempt at repairing her and end up waking her up, the android who was supposed to sleep forevermore.

[violasmirabiles]

shaved the sides of my head for the first time since september and i cant stop scritching it it feels so goood

[d0nutzgg]

Tonight I am hunting down venomous and nonvenomous snake pictures that are under the creative commons of specific breeds in order to create one of the most advanced, in depth datasets of different venomous and nonvenomous snakes as well as a test set that will include snakes from both sides of all species. I love snakes a lot and really, all reptiles. It is definitely tedious work, as I have to make sure each picture is cleared before I can use it (ethically), but I am making a lot of progress! I have species such as the King Cobra, Inland Taipan, and Eyelash Pit Viper among just a few! Wikimedia Commons has been a huge help!

I'm super excited.

Hope your nights are going good. I am still not feeling good but jamming + virtual snake hunting is keeping me busy!

[satellites-halo]

I should make a ribbon skirt

[immortalsins]

why is it impossible to do any work despite the certainty that everything will go to shit if i don't

[datastate]

i don't mean this to brag or anything silly like that bc. that is weird to do! but i seriously do think at this point i've thought more abt the intricacies of asunaro than anyone else - barring nankidai, of course, but even so... that's primarily a matter of how long yttd existed in his head. whereas i was only introduced to it abt 3 years ago... otherwise. well. hey mister nankidai would you like to collaborate. hey,

[beeapothecary]

AI Pollen Project Update 1

Hi everyone! I have a bunch of ongoing projects in honey and other things so I figured I should start documenting them here to help myself and anyone who might be interested. Most of these aren’t for a grade, but just because I’m interested or want to improve something.

One of the projects I’m working on is a machine learning model to help with pollen identification under visual methods. There’s very few people who are specialized to identify the origins of pollens in honey, which is pretty important for research! And the people who do it are super busy because it’s very time consuming. This is meant to be a tool and an aid so they can devote more time to the more important parts of the research, such as hunting down geographical origins, rather than the mundane parts like counting individual pollen and trying to group all the species in a sample.

The model will have 3 goals to aid these researchers:

Count overall pollen and individual species of pollen in a sample of honey

Provide the species of each pollen in a sample

Group pollen species together with a confidence listed per sample

Super luckily there’s pretty large pollen databases out there with different types of imaging techniques being used (SEM, electron microscopy, 40X magnification, etc). I’m kind of stumped on which python AI library to use, right now I’ve settled on using OpenCV to make and train the model, but I don’t know if there’s a better option for what I’m trying to do. If anyone has suggestions please let me know

This project will be open source and completely free once I’m done, and I also intend on making it so more confirmed pollen species samples with confirmed geographical origins can be added by researchers easily. I am a firm believer that ML is a tool that’s supposed to make the mundane parts easier so we have time to do what brings us joy, which is why Im working on this project!

I’m pretty busy with school, so I’ll make the next update once I have more progress! :)

Also a little note: genetic tests are more often used for honey samples since it is more accessible despite being more expensive, but this is still an important part of the research. Genetic testing also leaves a lot to be desired, like not being able to tell the exact species of the pollen which can help pinpoint geographical location or adulteration.

[bigleapblog]

Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.

Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.

Why Choose B.Tech in Computer Science and Engineering?

Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.

At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.

The Role of Computer Science Engineering Colleges in Career Development

The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.

The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.

Highlights of the B.Tech in Computer Science and Engineering Program at SCOE

Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.

Industry-Relevant Learning: SCOE’s focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.

State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institution’s infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.

Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.

Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the college’s commitment to student success.

Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in today’s competitive job market.

What Makes SCOE Stand Out?

With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:

Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The faculty’s approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.

Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.

Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.

Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.

Career Opportunities After B.Tech in Computer Science and Engineering from SCOE

Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:

Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.

Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.

AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOE’s curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.

System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.

Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organization’s digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.

Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice

Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.

Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.

If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOE—a college where your future takes shape.

[dodgebolts]

sorry for being incredibly ia I have had so much homework this past week junior year end of quarter is no fucking joke holy. That being said I hope dream gets the chance to maim whomever he likes 👍

[sheliesshattered]

the fabric for my big winter sewing project just arrived, and I am having to restrain myself from rubbing my face against it like a happy cat

[accultant]

@bloodyarn and @caniasfire sent ☕️ + Astarion for a rant

"Oh, I think you mean Ah-staarrrrr-ion," they drawl with a flourish of their hand and a roll of their eyes. "What a ridiculous man. Absolutely full of it and thinks rather highly of himself for someone who couldn't come up with a decent plan if his life depended on it- which it often does, might I add. Not a single braincell under all that pampered hair."

"At the very least, he provides an excellent source of comedic relief. Have you heard him squawk? That silly little indignant scoff of his? Priceless, every time." They huff out their nose, something that might resemble a laugh. "On that note, I will admit it's endlessly entertaining to strike up what we've dubbed a 'bitch fest.' He's one of the most needlessly opinionated people I've ever met," that last part is said in such a way that it sounds almost like a compliment. The other members of their party have long since learned that any hushed gossip between Iago and Astarion is something best left between the two of them, their cattiness and vicious banter always looking for a new subject to poke fun at if not each other.

They pause for a moment, as if thinking of more to say, "I'll speak nothing of his history, his so-called siblings, and that Cazador. I quite look forward to watching him rip them all apart, actually. Very well deserved."