resource: image-processing
327 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| opencv/opencv_zoo A collection of pre-trained computer vision models tuned for OpenCV's DNN inference module, accompanied by benchmarking tools for various h… | 61 | 1034 | active |
| computerhistory/AlexNet-Source-Code The original 2012 source code of AlexNet, the convolutional neural network that won the ImageNet 2012 competition, released as open source … | 26 | 2968 | maintenance |
| ypwhs/captcha_break A tutorial repository demonstrating how to break captcha images using deep learning with Keras, including a CNN and CRNN with CTC loss. It … | 23 | 2822 | maintenance |
| PaddlePaddle/book An interactive deep learning tutorial book ('Deep Learning 101') built as Jupyter Notebooks using the PaddlePaddle framework. It covers fun… | 10 | 2751 | maintenance |
| Jack-Cherish/Deep-Learning A collection of hands-on deep learning tutorials and accompanying Python code by Jack Cui, covering projects like handwritten digit recogni… | 32 | 2448 | maintenance |
| Honlan/DeepInterests DeepInterests is a Chinese-language collection of hands-on deep learning projects built with Python3, TensorFlow 1.9, and Keras 2.2, accomp… | 32 | 2285 | maintenance |
| vaaaaanquish/Awesome-Rust-MachineLearning A curated awesome-list of machine learning libraries, tools, blogs, books, and papers written in Rust. It is aimed at developers migrating … | 32 | 2268 | maintenance |
| yangkun19921001/Blog A curated collection of Chinese-language technical blog posts and tutorials covering Android development, interview preparation, data struc… | 23 | 2116 | maintenance |
| whxaxes/canvas-test A collection of HTML5 Canvas demo projects including particle effects, clocks, small games, and 3D experiments, written as learning exercis… | 32 | 1957 | maintenance |
| aerophile/awesome-deepfakes A curated awesome-list of deepfake-related resources, including code repositories for face swapping and generation, research papers on deep… | 32 | 1725 | maintenance |
| merveenoyan/my_notes A collection of handwritten graduate-school lecture notes and cheatsheets covering data science, machine learning, statistics, deep learnin… | 31 | 1649 | maintenance |
| albarqouni/Deep-Learning-for-Medical-Applications A curated awesome-list of deep learning papers on medical image analysis, organized by technique (CNN, RNN, GAN, autoencoders) and medical … | 32 | 1608 | maintenance |
| pytorch/android-demo-app A collection of Android demo apps showcasing PyTorch Mobile for on-device inference, including image classification, object detection, segm… | 10 | 1557 | maintenance |
| gengyanlei/fire-smoke-detect-yolov4 A fire and smoke detection project providing YOLOv4/YOLOv5 detection models plus an accompanying fire-smoke detection dataset. The code is … | 41 | 1481 | maintenance |
| amitshekhariitbhu/AndroidTensorFlowMachineLearningExample An example Android project demonstrating how to build TensorFlow (native .so and jar) for Android and run object detection on camera images… | 41 | 1441 | maintenance |
| acgeospatial/awesome-earthobservation-code A curated awesome-list of tools, tutorials, code, projects, and links for Earth Observation and geospatial satellite imagery. It aggregates… | 69 | 1378 | maintenance |
| liu-xiao-dong/JD-Test An open-source Android app that clones the JD.com (Jingdong) e-commerce app UI, built as a demonstration of a fully componentized architect… | 32 | 1344 | maintenance |
| Captain1986/CaptainBlackboard A collection of technical notes and tutorials (in Chinese) covering machine learning, deep learning, computer vision, and C++ engineering t… | 32 | 1269 | maintenance |
| dee1024/pytorch-captcha-recognition A PyTorch-based end-to-end CNN model for recognizing captchas (digits and letters) without manual image preprocessing, using self-generated… | 32 | 1220 | maintenance |
| harvitronix/five-video-classification-methods Companion code for a blog post demonstrating five deep learning approaches to video action classification using Keras and TensorFlow on the… | 23 | 1182 | maintenance |
| hendrycks/robustness Datasets and evaluation code for benchmarking neural network robustness to common corruptions and perturbations, from the ICLR 2019 paper b… | 32 | 1172 | maintenance |
| ryfeus/lambda-packs A collection of precompiled Python packages bundled as ZIP files ready to upload to AWS Lambda, covering libraries like TensorFlow, PyTorch… | 32 | 1116 | maintenance |
| yizt/cv-papers A curated collection of computer vision paper summaries, translations, and notes written in Chinese Markdown documents. It covers image cla… | 32 | 1091 | maintenance |
| nikitasrivatsan/DeepLearningVideoGames A research project implementing Deep Q Networks (DQN) to learn video game strategies for Pong and Tetris from raw pixel input. It uses a co… | 32 | 1090 | maintenance |
| PacktPublishing/Deep-Learning-with-Keras The official companion code repository for the Packt book 'Deep Learning with Keras', containing Jupyter Notebook examples for each chapter… | 67 | 1048 | maintenance |
| 王者荣耀AI (Reinforcement Learning King of Glory AI) A PyTorch-based AI that plays the mobile game Honor of Kings (王者荣耀), built with a Resnet101 vision encoder plus a GPT/Transformer decoder, … | 32 | 1829 | abandoned |
| farzaa/DeepLeague DeepLeague is a computer vision and deep learning project that applies YOLO-based object detection to the League of Legends minimap, bundle… | 32 | 1210 | abandoned |
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