resource: image-processing
327 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| adrianhajdin/ai_saas_app A tutorial companion repository from JavaScript Mastery showing how to build an AI image SaaS platform with Next.js 14, TypeScript, Clerk a… | 25 | 1356 | maintenance |
| Mjrovai/OpenCV-Face-Recognition A real-time face recognition project built with OpenCV and Python, accompanied by end-to-end tutorials. It serves primarily as an education… | 32 | 1352 | maintenance |
| becauseofAI/awesome-face A curated awesome-list of face technology resources, organizing papers, open-source code, benchmarks, and datasets across face recognition,… | 32 | 1291 | maintenance |
| tucan9389/awesome-ml-demos-with-ios A curated collection of demo and challenge projects for running machine learning model inference on iOS using Core ML, ML Kit, and TensorFl… | 32 | 1291 | maintenance |
| justinpinkney/awesome-pretrained-stylegan2 A curated collection of links to pre-trained StyleGAN 2 models trained on diverse datasets such as faces, cars, cats, churches, and art. It… | 32 | 1290 | maintenance |
| wyrde/wyrde-comfyui-workflows A curated collection of ComfyUI workflows, templates, and tutorials for Stable Diffusion image generation, organized into folders like basi… | 30 | 1281 | maintenance |
| jayleicn/animeGAN A simple PyTorch implementation of DCGAN focused on generating anime face images, including a pretrained model and Jupyter notebook demos. … | 23 | 1277 | maintenance |
| shicai/MobileNet-Caffe A Caffe implementation of Google's MobileNet v1 and v2 architectures with pretrained ImageNet model weights. It includes evaluation scripts… | 32 | 1274 | maintenance |
| ZhugeKongan/torch-template-for-deep-learning A PyTorch template repository collecting implementations of classical backbone CNNs, data augmentation techniques, loss functions, attentio… | 32 | 1269 | maintenance |
| datitran/raccoon_dataset A small open dataset of 200 labeled raccoon images (160 train / 40 validation) with PASCAL VOC XML annotations, created to train an object … | 32 | 1268 | maintenance |
| abidrahmank/OpenCV2-Python-Tutorials A tutorial collection teaching the OpenCV-Python library through the modern cv2 interface, aimed specifically at OpenCV 3.x. It includes ex… | 23 | 1267 | maintenance |
| wsl2ls/iOS_Tips A curated collection of iOS example projects and demos written primarily in Objective-C, covering AVFoundation camera/video capture and edi… | 32 | 1252 | maintenance |
| Hyperparticle/one-pixel-attack-keras A Keras/TensorFlow implementation and tutorial of the 'One Pixel Attack' paper, which fools deep neural networks by modifying a single pixe… | 32 | 1237 | maintenance |
| shu223/iOS-Depth-Sampler A collection of Swift code examples demonstrating iOS Depth APIs, including real-time depth visualization, depth masks, Portrait Effect Mat… | 32 | 1220 | maintenance |
| stylegan-human/StyleGAN-Human StyleGAN-Human is a research project providing a large-scale annotated human image dataset (230K+ samples) and StyleGAN-based models for un… | 34 | 1189 | maintenance |
| MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking A Jupyter Notebook and script repository demonstrating YOLOv8 object detection combined with DeepSORT multi-object tracking, including IDs … | 31 | 1176 | maintenance |
| murtazahassan/OpenCV-Python-Tutorials-and-Projects A beginner-friendly OpenCV course in Python with accompanying example code and video tutorials. It covers basics like reading images/video/… | 32 | 1170 | maintenance |
| boyu-ai/Hands-on-CV Hands-on-CV is an open-source, hands-on computer vision course/textbook published by Boyu AI, distributed as Jupyter Notebooks. It teaches … | 28 | 1169 | maintenance |
| lindawangg/COVID-Net COVID-Net Open Source Initiative: deep learning models and the COVIDx chest X-ray datasets for COVID-19 detection and severity grading from… | 65 | 1167 | maintenance |
| WolframResearch/Arrival-Movie-Live-Coding A collection of Wolfram Language notebooks from Christopher Wolfram's live coding session analyzing the alien logograms and content of the … | 32 | 1156 | maintenance |
| EdjeElectronics/TensorFlow-Object-Detection-on-the-Raspberry-Pi A step-by-step tutorial repository showing how to install and run TensorFlow's Object Detection API on a Raspberry Pi. It includes example … | 32 | 1152 | maintenance |
| murtazahassan/Learn-OpenCV-in-3-hours A companion code repository for a 3-hour YouTube course teaching OpenCV with Python, covering basics like reading images/video, edge detect… | 32 | 1149 | maintenance |
| bendangnuksung/Image-OutPainting A Keras/TensorFlow implementation of the Stanford 'Painting Outside the Box' image outpainting paper, extending images beyond their borders… | 32 | 1148 | maintenance |
| Escheee/TBCF A benchmark repository collecting and sharing results, papers, and code for correlation filter-based visual object trackers. It provides pe… | 32 | 1142 | maintenance |
| lzhbrian/image-to-image-papers A curated list of image-to-image translation research papers (mostly GAN-based) with links to their code implementations, ordered by arXiv … | 32 | 1129 | maintenance |
| cvdfoundation/open-images-dataset Open Images is a large-scale dataset of ~9 million images annotated with image-level labels and bounding boxes spanning over 6000 categorie… | 32 | 1128 | maintenance |
| llSourcell/Learn_Computer_Vision An 8-week self-study curriculum for learning computer vision, created by Siraj Raval to accompany his YouTube course. It lists weekly video… | 32 | 1122 | maintenance |
| epfml/attention-cnn Official PyTorch source code for the ICLR 2020 paper 'On the Relationship between Self-Attention and Convolutional Layers', which proves an… | 32 | 1121 | maintenance |
| google-research-datasets/wit WIT (Wikipedia-based Image Text) is a large multimodal multilingual dataset of 37.6 million image-text pairs with 11.5 million unique image… | 10 | 1113 | maintenance |
| tangzhenyu/SemanticSegmentation_DL A curated collection of papers, survey articles, and dataset links for semantic segmentation with deep learning, plus some Jupyter Notebook… | 32 | 1102 | maintenance |
| bentrevett/pytorch-image-classification A collection of Jupyter notebook tutorials teaching how to implement classic image classification architectures (MLP, LeNet, AlexNet, VGG, … | 32 | 1093 | maintenance |
| o0o0o0o0o0o0o/image-processing-from-scratch A collection of classic image processing and computer vision algorithms implemented from scratch in Python and C++, including Canny edge de… | 32 | 1091 | maintenance |
| hkproj/pytorch-stable-diffusion An educational PyTorch implementation of Stable Diffusion built from scratch, provided as Jupyter Notebooks. It is intended for learning ho… | 27 | 1078 | maintenance |
| emilwallner/Coloring-greyscale-images A tutorial repository that teaches how to colorize black and white images with deep learning, built progressively in four versions (alpha, … | 32 | 1053 | maintenance |
| GANs-in-Action/gans-in-action The official companion repository for the book 'GANs in Action', containing Jupyter notebook implementations of GAN architectures from vani… | 47 | 1035 | maintenance |
| WebDevSimplified/Face-Detection-JavaScript A JavaScript example project by Web Dev Simplified demonstrating real-time face detection in the browser using face-api.js and the webcam. … | 32 | 1033 | maintenance |
| LingDong-/qiji-font Qiji-font is an open-source Ming Dynasty typeface extracted from 16th-century woodblock printed books using semi-automatic computer vision … | 23 | 1643 | experimental |
| KoKuToru/de-pixelate_gaV-O6NPWrI A Jupyter Notebook-based proof-of-concept that reconstructs pixelated (mosaic-censored) content from a YouTube video by combining informati… | 34 | 1506 | experimental |
| adrianhajdin/project_ai_mern_image_generation A tutorial companion repository for building and deploying a full-stack MERN AI image generation app, a MidJourney/DALL-E clone using React… | 31 | 1196 | experimental |
| tonybeltramelli/pix2code A research project and model that uses deep learning to generate front-end code (iOS, Android, web) from a single GUI screenshot. It includ… | 32 | 12023 | abandoned |
| vipstone/faceai An entry-level Python project demonstrating face, video, and text detection and recognition using OpenCV, Dlib, face_recognition, Keras/Ten… | 32 | 11076 | abandoned |
| yfeng95/GAN A collection of simple, educational implementations of classic Generative Adversarial Networks (GAN, DCGAN, WGAN, CGAN, InfoGAN) in Python … | 32 | 3098 | abandoned |
| googlesamples/android-vision Deprecated sample code repository for Google's Mobile Vision API on Android, demonstrating face detection, barcode scanning, and text recog… | 10 | 2914 | abandoned |
| googlearchive/android-Camera2Basic An archived Android sample app demonstrating basic use of the Camera2 API in Java. It has been migrated to the android/camera-samples repos… | 10 | 2888 | abandoned |
| MasteringOpenCV/code Full source code for the Packt book 'Mastering OpenCV with Practical Computer Vision Projects' (2012), containing nine C++ computer vision … | 32 | 2804 | abandoned |
| taki0112/Tensorflow-Cookbook A TensorFlow 1.x cookbook repository collecting reusable operations, utilities, and network templates for GANs and classification. It serve… | 32 | 2742 | abandoned |
| djaiss/mapsicon A free collection of map icons for nearly every country in the world, provided in 11 PNG sizes (16x16 to 1024x1024) plus SVG format, named … | 32 | 2241 | abandoned |
| tdeboissiere/DeepLearningImplementations A collection of Python implementations of recent deep learning research papers, including DenseNet, various GAN variants, pix2pix, InfoGAN,… | 32 | 1812 | abandoned |
| llSourcell/YOLO_Object_Detection Companion code for Siraj Raval's YouTube video on YOLO object detection, built on the darkflow TensorFlow implementation of real-time objec… | 32 | 1771 | abandoned |
| yeyun111/dlcv_for_beginners Companion code repository for the Chinese book 'Deep Learning and Computer Vision: A Practical Introduction', containing example code acros… | 32 | 1505 | abandoned |
| tjwei/GANotebooks A collection of Jupyter notebook implementations of generative adversarial networks, including WGAN, improved WGAN-GP, InfoGAN, DCGAN, Cycl… | 32 | 1484 | abandoned |
| AlexiaJM/Deep-learning-with-cats A toy educational repository demonstrating how to build deep neural networks, primarily Generative Adversarial Networks (DCGAN, WGAN, WGAN-… | 32 | 1440 | abandoned |
| BilalReffas/EmojiIntelligence A neural network implemented entirely in Swift inside an Apple Playground that recognizes hand-drawn emojis from 8x8 pixel inputs. It serve… | 32 | 1427 | abandoned |
| udacity/cs344 Course code for Udacity's CS344 Introduction to Parallel Programming class, containing CUDA-based homework assignments and exercises. The r… | 10 | 1357 | abandoned |
| Blizzard-liu/AndroidUtils A curated Chinese-language collection of commonly used Android utility classes, libraries, and resources for mobile developers. It catalogs… | 32 | 1296 | abandoned |
| tatsuyah/vehicle-detection A Jupyter Notebook project implementing vehicle detection with classical machine learning and computer vision techniques, built for Udacity… | 32 | 1146 | abandoned |
| GoogleCloudPlatform/cloud-vision A collection of sample code for the Google Cloud Vision API, organized by language and mobile platform, demonstrating features like landmar… | 10 | 1111 | abandoned |
| burness/tensorflow-101 A collection of TensorFlow example and learning code covering MLPs, TFRecord conversion, model serving, GAN variants (AC-GAN, Info-GAN), im… | 32 | 1109 | abandoned |
| 1-Sisyphe/youCanCodeAGif A Python script that demonstrates creating a high-quality GIF entirely through code, by downloading a YouTube video, cutting scenes, genera… | 32 | 1102 | abandoned |
| denkywu/SAR-Synthetic-Aperture-Radar A collection of MATLAB code, simulations, and study notes on Synthetic Aperture Radar (SAR), InSAR, and PolSAR written by the author during… | 32 | 1044 | abandoned |
| phimpme/phimpme-art A repository of artwork and images created with the Phimp.me photo application, serving as a showcase rather than software. It contains no … | 32 | 1014 | abandoned |
| sindresorhus/quick-look-plugins A curated awesome-list of Quick Look plugins for macOS that let developers preview file types like Markdown, JSON, archives, and plain text… | 75 | 18753 | active |
| GoogleCloudPlatform/generative-ai A collection of Jupyter notebooks, code samples, and sample apps demonstrating how to use generative AI on Google Cloud, including Gemini m… | 74 | 17630 | active |
| ConardLi/garden-skills A curated collection of production-ready Agent Skills (SKILL.md format) for AI coding agents like Claude Code, Cursor, and Codex, covering … | 75 | 10912 | active |
| jingyaogong/minimind-v MiniMind-V is an open-source educational project that trains tiny (26M-200M parameter) vision-language models from scratch in pure PyTorch,… | 61 | 8488 | active |
| googlesamples/mlkit A collection of quickstart sample apps demonstrating Google's ML Kit APIs on Android and iOS. It covers vision features like barcode scanni… | 65 | 4287 | active |
| wwwzhouhui/dify-for-dsl A curated collection of Dify DSL workflow files (.yml) that can be imported into the Dify open-source LLM application platform. Each workfl… | 66 | 3865 | active |
| gyoridavid/ai_agents_az A collection of n8n workflow templates accompanying the 'AI Agents A-Z' YouTube tutorial series, covering AI agents for video generation, s… | 46 | 3845 | active |
| emilwallner/Screenshot-to-code A deep learning project and tutorial that trains a neural network (based on pix2code) to convert design mockup screenshots into static HTML… | 32 | 16493 | maintenance |
| avinashkranjan/Amazing-Python-Scripts A curated collection of Python scripts ranging from basic to advanced, including automation task scripts, contributed by the open-source co… | 63 | 3662 | active |
| YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy A curated, continuously updated collection of research papers on diffusion models, organized according to the authors' ACM Computing Survey… | 52 | 3363 | active |
| Yixiaohan/show-me-the-code A curated collection of small daily Python programming exercises designed for learners to practice coding skills. Each exercise is a self-c… | 32 | 13729 | maintenance |
| scipy-lectures/scientific-python-lectures A comprehensive set of tutorial lectures on the scientific Python ecosystem, covering NumPy, SciPy, Matplotlib, scikit-learn, scikit-image,… | 59 | 3216 | active |
| kzbkzb/Python-AI A collection of 100 runnable deep learning examples in Jupyter Notebooks covering image classification, object detection, and NLP text clas… | 52 | 3173 | active |
| chenyuntc/pytorch-book A collection of PyTorch tutorials and companion code for the Chinese book '深度学习框架PyTorch：入门与实战', usable as a standalone PyTorch learning gu… | 23 | 12846 | maintenance |
| enpeizhao/CVprojects A collection of fun, hands-on computer vision and AI projects in Python, C++, and embedded systems, including robot arms, vision tachometer… | 49 | 2635 | active |
| wenhwu/awesome-remote-sensing-change-detection A curated awesome-list compiling datasets, tools, methods, review papers, and competitions for remote sensing change detection. It covers d… | 60 | 2311 | active |
| jiawanlong/Cesium-Examples A collection of 200+ native CesiumJS example demos covering 3D globe features like terrain excavation, viewshed and flood analysis, video f… | 67 | 2191 | active |
| AsmrProg-YT/100-days-of-javascript A collection of 80+ small JavaScript projects accompanying the AsmrProg YouTube channel's '100 Days of JavaScript' tutorial series. Each pr… | 48 | 2127 | active |
| ColorfulCat/AndroidLibs A curated, categorized catalog of open-source Android libraries and components, covering UI, networking, animation, frameworks, and more. I… | 32 | 7989 | maintenance |
| microsoft/ailab A collection of Microsoft AI Lab demo projects showcasing custom vision, attnGAN, Cognitive Search, machine reading comprehension, bots, an… | 23 | 7853 | maintenance |
| GoogleCloudPlatform/java-docs-samples A collection of Java and Kotlin code samples demonstrating how to use Google Cloud Platform services, maintained by Google and referenced f… | 67 | 1906 | active |
| PaddlePaddle/Research A collection of novel deep learning research works implemented with PaddlePaddle, covering top-conference papers and competition-winning mo… | 32 | 1763 | active |
| uhub/awesome-matlab A curated list of MATLAB frameworks, libraries, and software, covering machine learning, robotics, signal processing, optimization, and sci… | 76 | 1722 | active |
| SimonWaldherr/golang-examples A curated collection of small, standalone Go example programs covering everything from beginner syntax to advanced concurrency, generics, W… | 92 | 1710 | active |
| EdjeElectronics/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi A tutorial repository with Jupyter notebooks teaching how to train, convert, and deploy custom TensorFlow Lite object detection models on e… | 35 | 1592 | active |
| Google-Health/medgemma MedGemma is a collection of Gemma 3 model variants trained on medical text and imagery (a 4B multimodal version and a 27B text-only version… | 59 | 1574 | active |
| facebookresearch/fastMRI fastMRI is a large-scale dataset of raw k-space MRI measurements and clinical MRI images released by Facebook AI Research and NYU Langone H… | 10 | 1533 | stable |
| udacity/deep-learning-v2-pytorch A collection of Jupyter Notebook tutorials and projects from Udacity's Deep Learning Nanodegree program, implemented in PyTorch. It covers … | 32 | 5518 | maintenance |
| Pluviobyte/rnskill A curated collection of 56 AI Agent Skills (SKILL.md packages) for Codex, Claude Code, and similar agent workflows, split into content-crea… | 67 | 1402 | active |
| majidmanzarpour/threejs-game-skills A collection of self-contained agent skills for Codex and Claude Code that guide AI agents through building polished, playable Three.js bro… | 55 | 1354 | active |
| facebookresearch/uco3d uCO3D (UnCommon Objects in 3D) is a large-scale dataset from Meta AI containing ~170,000 turn-table videos of objects from ~1000 LVIS categ… | 45 | 1343 | stable |
| Yuan-ManX/ai-game-devtools A curated awesome-list hub cataloging AI-powered game development tools across categories like LLMs, world models, agents, code, image, tex… | 72 | 1316 | active |
| openvinotoolkit/open_model_zoo A collection of pre-trained deep learning models (Intel and public) plus demos and tools for use with the OpenVINO inference toolkit. It in… | 77 | 4420 | maintenance |
| aws-samples/aws-serverless-workshops A collection of hands-on AWS workshops (Wild Rydes) teaching how to build serverless applications with Lambda, API Gateway, DynamoDB, Step … | 10 | 4260 | maintenance |
| YUANZHUO-BNU/metahuman_overview A curated Chinese-language overview of digital human (metahuman) technologies, covering avatar appearance, voice cloning, lip sync, and con… | 28 | 1192 | active |
| facebookresearch/co3d Tooling for the CO3Dv2 (Common Objects In 3D) dataset, a large-scale collection of real-life multi-view images of everyday objects with cam… | 32 | 1173 | stable |
| imagegenius/docker-immich A monolithic single-container Docker packaging of Immich, the self-hosted photo and video backup solution, with variants for CPU, CUDA, and… | 89 | 1099 | active |
| iotjin/jh_flutter_demo A Flutter demo project showcasing common UI effects, reusable encapsulated components (dialogs, pickers, forms, refresh views), and utility… | 87 | 1098 | active |
| NELSONZHAO/zhihu A collection of Jupyter Notebook tutorials accompanying the author's Zhihu column '机器不学习', implementing deep learning projects in TensorFlo… | 32 | 3522 | maintenance |