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Top 23 Computer Vision Open-Source Projects
Open Source Computer Vision LibraryProject mention: Looking for a Windows auto-clicker with conditions | /r/software | 2023-12-05
You might be able to achieve this with scripting tools like AutoHotkey or Python with libraries for GUI automation and image recognition (e.g., PyAutoGUI https://pyautogui.readthedocs.io/en/latest/, OpenCV https://opencv.org/).
List of Computer Science courses with video lectures.Project mention: Need advice | /r/PAK | 2023-07-12
course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.
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The world's simplest facial recognition api for Python and the command lineProject mention: GitHub - ageitgey/face_recognition: The world's simplest facial recognition api for Python and the command line | /r/Python | 2023-11-05
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimationProject mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25
Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation , is used for posing generated characters;
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.Project mention: [D] Favorite ML Youtube Channels/Blogs/Newsletters | /r/MachineLearning | 2023-04-08
Also, have any of you stumbled across any cool GitHub repos like this one: https://github.com/eugeneyan/applied-ml ?
Cross-platform, customizable ML solutions for live and streaming media.Project mention: Mediapipe openpose Controlnet model for SD | /r/localdiffusion | 2023-11-15
mediapipe/docs/solutions/pose.md at master · google/mediapipe · GitHub
12 Weeks, 24 Lessons, AI for All!Project mention: Artificial Intelligence for Beginners – A Curriculum | news.ycombinator.com | 2023-06-13
This is a good summary of most topics in AI/ML. The only thing that it seems to by missing (or maybe I'm just not seeing it) is a section on generative AI for images and video (DALL-E, Stable Diffusion etc).
They do cover LLMs which is generative AI for text though: https://github.com/microsoft/AI-For-Beginners/blob/main/less...
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YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)Project mention: Anybody building ML models in C++? | /r/cpp_questions | 2023-03-21
YoloV3/4 is C based if that counts: https://github.com/AlexeyAB/darknet
Image-to-Image Translation in PyTorchProject mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16
Click to Learn more...
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.Project mention: [P] EasyOCR in C++! | /r/MachineLearning | 2023-12-02
I just uploaded my C++ implementation of EasyOCR, a well known ocr library for python. Also dusted some cobwebbs from some audio related projects as well, feel free to leave feedback or contribute! I only implemented the most salient parts, so certainly could use some community help! Cheers!
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.Project mention: which book to chose for deep learning :lan Goodfellow or francois chollet | /r/learnmachinelearning | 2023-04-07
Learn OpenCV : C++ and Python ExamplesProject mention: YOLO-NAS Pose | /r/pytorch | 2023-11-16
Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation toolsProject mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑💻 🥇 | dev.to | 2023-10-19
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in PytorchProject mention: Is it easier to go from Pytorch to TF and Keras than the other way around? | /r/pytorch | 2023-05-13
I also need to learn Pyspark so right now I am going to download the Fashion Mnist dataset, use Pyspark to downsize each image and put the into separate folders according to their labels (just to show employers I can do some basic ETL with Pyspark, not sure how I am going to load for training in Pytorch yet though). Then I am going to write the simplest Le Net to try to categorize the fashion MNIST dataset (results will most likely be bad but it's okay). Next, try to learn transfer learning in Pytorch for both CNN or maybe skip ahead to ViT. Ideally at this point I want to study the Attention mechanism a bit more and try to implement Simple Vit which I saw here: https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/simple_vit.py
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & ResearchProject mention: Modding API for old game: Strategies to ensure it runs on older systems while not losing productivity? | /r/REGames | 2023-05-04
Label Studio is a multi-type data labeling and annotation tool with standardized output formatProject mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14
Datasets, Transforms and Models specific to Computer VisionProject mention: Validation loss goes up after third epoch | /r/deeplearning | 2023-06-27
The goal is to do keypoint-detection of fish (eg nose, tail etc) in a fishtank. By using a stereocamera for this, I'm also getting depth information which lets me measure the fish-length underwater. Im only training on RGB-Images though. I'm transfer-learning pytorch's keypoint-rcnn-resnet50, because thats the only available one in https://github.com/pytorch/vision/blob/main/torchvision/models/detection/keypoint_rcnn.py.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Instant neural graphics primitives: lightning fast NeRF and moreProject mention: I want a 3d scanner... | /r/3Dprinting | 2023-07-08
CVPR 2023 论文和开源项目合集
500 AI Machine learning Deep learning Computer vision NLP Projects with codeProject mention: ML final year project | /r/developersIndia | 2022-12-23
a small list for NLP. Go through a few, you might some get new ideas.
Face recognition using Tensorflow
A toolkit for making real world machine learning and data analysis applications in C++Project mention: Modern Image Processing Algorithms Implementation in C | news.ycombinator.com | 2023-06-06
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Computer Vision related posts
Looking for a Windows auto-clicker with conditions
1 project | /r/software | 5 Dec 2023
AI Frame interpolation Question
1 project | /r/StableDiffusion | 5 Dec 2023
[P] EasyOCR in C++!
2 projects | /r/MachineLearning | 2 Dec 2023
Stateless vs Stateful hooks in your computer vision applications with Pipeless
3 projects | dev.to | 30 Nov 2023
AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth)
2 projects | /r/ArtistHate | 25 Nov 2023
Navigating computer vision development
3 projects | dev.to | 21 Nov 2023
Serverless development experience for embedded computer vision
1 project | /r/SideProject | 18 Nov 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 5 Dec 2023
What are some of the best open-source Computer Vision projects? This list will help you: