Open-source image-processing software
1841 open-source libraries, tools and applications tagged image-processing, ranked by how closely image-processing is their primary purpose, then by adoption and maintenance health. Each entry links to a page with sources, use cases and when to choose or avoid it.
1841 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| Tianxiaomo/pytorch-YOLOv4 A minimal PyTorch implementation of YOLOv4 (and YOLOv4-tiny) supporting inference and training, with tools to convert Darknet weights to Py… | 32 | 4520 | maintenance |
| thu-ml/SpargeAttn SpargeAttn is the official implementation of a training-free sparse and quantized attention method that accelerates inference for language,… | 48 | 1257 | active |
| sleepy-zone/fabritor-web Fabritor is an open-source creative image editor built on fabric.js and React, designed to let developers quickly build their own image edi… | 28 | 1199 | active |
| autonomousvision/stylegan-t Official training code for StyleGAN-T, an ICML 2023 paper on fast large-scale text-to-image synthesis using GANs. It provides dataset prepa… | 32 | 1197 | active |
| meta-pytorch/torchcodec TorchCodec is a PyTorch-native library for decoding and encoding videos, audio, and images into PyTorch tensors on CPU and CUDA GPU, built … | 87 | 1187 | active |
| DAMO-NLP-SG/VideoLLaMA3 VideoLLaMA 3 is a frontier multimodal foundation model for image and video understanding, released with checkpoints, inference code, and de… | 34 | 1186 | active |
| balancap/SSD-Tensorflow A TensorFlow re-implementation of the Single Shot MultiBox Detector (SSD) for object detection, including VGG-based SSD-300 and SSD-512 net… | 32 | 4101 | maintenance |
| MIC-DKFZ/batchgenerators A Python framework for data augmentation of 2D and 3D images, developed by the German Cancer Research Center for medical image classificati… | 77 | 1175 | stable |
| GaParmar/clean-fid Clean-FID is a PyTorch library for computing the Frechet Inception Distance (FID) with correct image resizing and quantization steps, fixin… | 44 | 1171 | stable |
| JunMa11/SegLossOdyssey A curated collection of loss functions for medical image segmentation, accompanying the 'Loss Odyssey in Medical Image Segmentation' survey… | 32 | 4005 | maintenance |
| cvg/glue-factory Glue Factory is a PyTorch-based library for training and evaluating deep neural networks that detect and match local visual features (point… | 66 | 1153 | active |
| JDAI-CV/fast-reid FastReID is a PyTorch-based research platform implementing state-of-the-art re-identification algorithms for persons, vehicles, and faces. … | 23 | 3995 | maintenance |
| THU-MIG/RepViT Official PyTorch implementation of RepViT, a family of lightweight CNNs designed by integrating efficient ViT architectural designs into Mo… | 20 | 1123 | stable |
| yangxue0827/RotationDetection AlphaRotate is a TensorFlow-based benchmark and toolbox for rotated (oriented) object detection, implementing detectors such as R2CNN, Reti… | 23 | 1120 | active |
| lucidrains/stylegan2-pytorch A simple PyTorch implementation of StyleGAN2, a state-of-the-art generative adversarial network, trainable entirely from the command line w… | 23 | 3779 | maintenance |
| YOLOs-CPP YOLOs-CPP is a production-ready, cross-platform C++ inference library for the YOLO model family (v5 through YOLO26), built on ONNX Runtime … | 82 | 1095 | active |
| trailofbits/anamorpher Anamorpher is a tool for crafting and visualizing image scaling attacks that hide multi-modal prompt injections in images, revealed only wh… | 52 | 1080 | active |
| AILab-CVC/UniRepLKNet UniRepLKNet is a large-kernel ConvNet architecture (CVPR 2024, TPAMI 2025) that provides universal perception across image, audio, video, p… | 40 | 1074 | stable |
| DepthAI DepthAI is Luxonis's Python library and SDK for developing with Luxonis OAK camera hardware, enabling spatial AI and computer vision on emb… | 66 | 1069 | active |
| YunYang1994/tensorflow-yolov3 A TensorFlow 1.x implementation of the YOLOv3 real-time object detector, reproducing the 'YOLOv3: An Incremental Improvement' paper. It sup… | 23 | 3614 | maintenance |
| kijai/ComfyUI-Hunyuan3DWrapper A ComfyUI custom node wrapper for Tencent's Hunyuan3D-2 model, enabling 3D asset generation from images or text directly inside ComfyUI wor… | 50 | 1046 | active |
| Xiaoqi-Zhao-DLUT/MSNet-M2SNet Official PyTorch implementations of MSNet and M2SNet, multi-scale subtraction networks for medical image segmentation such as polyp, lung i… | 70 | 1039 | active |
| 99AI 99AI is a commercially viable, self-hostable AI web platform built with Vue and Node.js that bundles AI chat, image/video/music generation,… | 32 | 1027 | active |
| aim-uofa/AdelaiDet AdelaiDet is an open-source Python toolbox built on Detectron2 that implements multiple instance-level detection and recognition algorithms… | 32 | 3479 | maintenance |
| 274056675/springboot-openai-chatgpt A full-stack AI chatbot application built on Spring Boot/Spring Cloud that integrates GPT-3.5, GPT-4, Baidu ERNIE Bot, Stable Diffusion, an… | 33 | 1012 | active |
| meetps/pytorch-semseg A PyTorch library implementing popular semantic segmentation architectures such as FCN, U-Net, SegNet, PSPNet, ICNet, FRRN, and LinkNet, wi… | 23 | 3403 | maintenance |
| PAIR-code/saliency A framework-agnostic Python library implementing state-of-the-art saliency methods for visualizing and explaining deep neural network predi… | 32 | 996 | stable |
| shelhamer/fcn.berkeleyvision.org Reference implementation of Fully Convolutional Networks (FCN) for semantic segmentation from the CVPR 2015 / PAMI 2016 papers, built on Ca… | 32 | 3350 | maintenance |
| pytorch-yolo-v3 A minimal PyTorch implementation of the YOLO v3 object detection algorithm, supporting detection on images and video with configurable reso… | 32 | 3314 | maintenance |
| lucasjinreal/yolov7_d2 A detectron2-based implementation of YOLOv7 that extends YOLO-style detection to instance segmentation, keypoint detection, and multi-head … | 23 | 3112 | maintenance |
| tusen-ai/simpledet SimpleDet is a Python framework built on MXNet for object detection and instance recognition. It provides state-of-the-art detection models… | 32 | 3085 | maintenance |
| argman/EAST A TensorFlow re-implementation of the EAST (Efficient and Accurate Scene Text Detector) deep learning model for detecting text in natural s… | 32 | 3056 | maintenance |
| rinongal/textual_inversion Official implementation of the Textual Inversion paper, which learns new word embeddings in a frozen text-to-image (Latent Diffusion) model… | 32 | 3055 | maintenance |
| jfzhang95/pytorch-deeplab-xception A PyTorch implementation of the DeepLab v3+ semantic segmentation model with support for multiple backbones (Xception, ResNet, MobileNet, D… | 32 | 2998 | maintenance |
| kpzhang93/MTCNN_face_detection_alignment Reference MATLAB/Caffe implementation of MTCNN, a multi-task cascaded convolutional neural network for joint face detection and facial land… | 32 | 2863 | maintenance |
| roytseng-tw/Detectron.pytorch A PyTorch reimplementation of Facebook's Detectron object detection framework, supporting Mask R-CNN, keypoint/pose estimation, and instanc… | 10 | 2808 | maintenance |
| microsoft/NUWA Microsoft's official research repository for the NUWA family of multimodal generative models, a unified 3D transformer pipeline for visual … | 10 | 2788 | maintenance |
| mahyarnajibi/SNIPER SNIPER is an efficient multi-scale training algorithm for object detection and instance segmentation that processes only context regions (c… | 32 | 2692 | maintenance |
| dfd-tud/deda DEDA is a Python toolkit for extracting, decoding, and anonymising the yellow tracking dots that colour laser printers embed in printouts. … | 32 | 2655 | maintenance |
| baaivision/Painter Painter and SegGPT are vision foundation models from BAAI for in-context visual learning, where a single generalist model performs diverse … | 32 | 2598 | maintenance |
| ShawnBIT/UNet-family A curated collection of UNet-family semantic segmentation models with PyTorch implementations and links to original papers and third-party … | 32 | 2592 | maintenance |
| MaybeShewill-CV/lanenet-lane-detection An unofficial TensorFlow implementation of the LaneNet deep neural network for real-time lane detection, based on the IEEE IV paper 'Toward… | 32 | 2570 | maintenance |
| zzh8829/yolov3-tf2 A clean implementation of YOLOv3 and YOLOv3-tiny object detection in TensorFlow 2.0, with pre-trained Darknet weight conversion, inference,… | 32 | 2513 | maintenance |
| XifengGuo/CapsNet-Keras A Keras implementation of CapsNet, the capsule network architecture from the NIPS 2017 paper 'Dynamic Routing Between Capsules', achieving … | 23 | 2455 | maintenance |
| smallcorgi/Faster-RCNN_TF A TensorFlow implementation of Faster R-CNN, a convolutional neural network for object detection with a region proposal network. It include… | 32 | 2341 | maintenance |
| hzwer/ICCV2019-LearningToPaint A PyTorch research implementation of the ICCV 2019 paper 'Learning to Paint With Model-based Deep Reinforcement Learning'. It trains agents… | 38 | 2315 | maintenance |
| jsbroks/coco-annotator COCO Annotator is a web-based image annotation tool for labeling images with segments, bounding boxes, keypoints, and object tracking to cr… | 23 | 2286 | maintenance |
| OpenKinect/libfreenect2 libfreenect2 is an open-source C++ driver library for the Kinect for Windows v2 depth camera. It handles RGB, IR, and depth image transfer … | 23 | 2254 | maintenance |
| TorchCV TorchCV is a PyTorch-based framework providing reimplementations of deep learning models for major computer vision tasks. It covers image c… | 32 | 2252 | maintenance |
| Daniil-Osokin/lightweight-human-pose-estimation.pytorch A PyTorch implementation of Lightweight OpenPose for real-time 2D multi-person human pose estimation on CPU. It detects up to 18 body keypo… | 32 | 2237 | maintenance |
| githubharald/SimpleHTR A Handwritten Text Recognition (HTR) system implemented in TensorFlow that recognizes text from images of single words or text lines, train… | 69 | 2191 | maintenance |
| bubbliiiing/yolov4-pytorch A PyTorch implementation of the YOLOv4 object detection model with full training, prediction, and evaluation scripts. It supports training … | 23 | 2163 | maintenance |
| magenta/magenta-js Magenta.js is a collection of TypeScript libraries for running inference with pre-trained Magenta machine learning models directly in the b… | 68 | 2133 | maintenance |
| bubbliiiing/yolo3-pytorch A PyTorch implementation of the YOLOv3 object detection model with full training, prediction, and evaluation scripts. It supports training … | 23 | 2111 | maintenance |
| ozan-oktay/Attention-Gated-Networks A PyTorch implementation of attention gates for convolutional neural networks, applied to U-Net and VGG-16 architectures. It targets medica… | 32 | 2065 | maintenance |
| open-mmlab/mmgeneration MMGeneration is a PyTorch-based toolkit from OpenMMLab for training and applying generative models, with a focus on GANs and support for di… | 23 | 2011 | maintenance |
| WongKinYiu/yolor PyTorch implementation of the YOLOR paper 'You Only Learn One Representation: Unified Network for Multiple Tasks', a real-time object detec… | 23 | 2006 | maintenance |
| NVlabs/edm Official PyTorch implementation of the NeurIPS 2022 paper 'Elucidating the Design Space of Diffusion-Based Generative Models' (EDM) by NVID… | 32 | 1999 | maintenance |
| apple/ml-cvnets CVNets is Apple's open-source PyTorch library for training computer vision networks, covering classification, detection, segmentation, vide… | 75 | 1993 | maintenance |
| WuJie1010/Facial-Expression-Recognition.Pytorch A PyTorch implementation of CNN-based facial expression recognition achieving state-of-the-art accuracy on FER2013 (73.112%) and CK+ (94.64… | 32 | 1979 | maintenance |
| Tencent/ObjectDetection-OneStageDet OneStageDet (OSD) is a PyTorch-based single-stage object detection framework from Tencent implementing YOLOv2 and YOLOv3 with plans to unif… | 42 | 1976 | maintenance |
| Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor A web-based labeling tool for creating AI training datasets from bitmap images (.jpg/.png) and point clouds (.pcd). Built as a Meteor app w… | 23 | 1976 | maintenance |
| black0017/MedicalZooPytorch A PyTorch-based open-source library implementing state-of-the-art 3D (and some 2D) deep neural networks for multi-modal medical image segme… | 32 | 1920 | maintenance |
| ronghuaiyang/arcface-pytorch A PyTorch implementation of ArcFace, a deep metric learning approach for face recognition that adds angular margin penalties to face embedd… | 32 | 1901 | maintenance |
| Ucas-HaoranWei/Vary Official ECCV 2024 implementation of Vary, a method for scaling up the vision vocabulary of large vision-language models. It provides train… | 27 | 1890 | maintenance |
| SSD Keras Implementation A Keras implementation of the Single Shot MultiBox Detector (SSD) object detection architecture, with ports of the original trained weights… | 23 | 1868 | maintenance |
| bubbliiiing/faster-rcnn-pytorch A PyTorch implementation of the Faster R-CNN two-stage object detection model, supporting training on VOC-format datasets with ResNet or VG… | 23 | 1832 | maintenance |
| NVIDIA/semantic-segmentation NVIDIA's PyTorch monorepo implementing the paper 'Hierarchical Multi-Scale Attention for Semantic Segmentation', with pretrained weights an… | 32 | 1831 | maintenance |
| NVlabs/stylegan2-ada NVIDIA's official TensorFlow implementation of StyleGAN2 with adaptive discriminator augmentation (ADA), enabling high-quality GAN training… | 32 | 1829 | maintenance |
| yassouali/pytorch-segmentation A PyTorch library implementing multiple semantic segmentation models (DeepLab V3+, PSPNet, U-Net, SegNet, FCN, ENet, and others) with datas… | 23 | 1818 | maintenance |
| shunsukesaito/PIFu PyTorch implementation of PIFu (Pixel-Aligned Implicit Function), a deep learning method that reconstructs high-resolution 3D surfaces and … | 32 | 1817 | maintenance |
| steventroughtonsmith/cartool A command-line tool written in Objective-C that exports images from Apple's .car CoreUI asset catalog archives used on OS X and iOS. It is … | 10 | 1799 | maintenance |
| experiencor/keras-yolo2 A Keras/TensorFlow implementation of the YOLOv2 real-time object detection model with support for training on custom datasets. It offers mu… | 23 | 1731 | maintenance |
| NVIDIA/Cosmos-Tokenizer NVIDIA Cosmos Tokenizer is a suite of neural tokenizers for images and videos that convert visual data into continuous latents or discrete … | 10 | 1729 | maintenance |
| VITA-Group/TransGAN Official PyTorch implementation of TransGAN, a NeurIPS 2021 paper that builds a GAN whose generator and discriminator are both pure transfo… | 32 | 1693 | maintenance |
| Lam1360/YOLOv3-model-pruning A PyTorch implementation of YOLOv3 channel pruning (network slimming) applied to hand detection on the Oxford Hand dataset. It provides spa… | 32 | 1676 | maintenance |
| argusswift/YOLOv4-pytorch A PyTorch re-implementation of YOLOv4 object detection with variants including attentive YOLOv4 (SEnet, CBAM, CoordAttention) and MobileNet… | 23 | 1674 | maintenance |
| experiencor/keras-yolo3 A Keras/TensorFlow implementation of YOLOv3 for object detection, supporting detection with pretrained weights, custom model training with … | 32 | 1608 | maintenance |
| lufficc/SSD A high-quality, fast, modular reference implementation of the SSD (Single Shot MultiBox Detector) object detection model in PyTorch. It sup… | 23 | 1585 | maintenance |
| vturrisi/solo-learn solo-learn is a Python library of state-of-the-art self-supervised methods for unsupervised visual representation learning, built on PyTorc… | 62 | 1578 | maintenance |
| sniklaus/3d-ken-burns A PyTorch reference implementation of the 3D Ken Burns Effect from a Single Image paper, which animates a still photo with a virtual camera… | 67 | 1572 | maintenance |
| msracver/FCIS FCIS is the official MXNet implementation of the CVPR 2017 paper 'Fully Convolutional Instance-aware Semantic Segmentation', which won firs… | 32 | 1560 | maintenance |
| yu4u/age-gender-estimation A Keras/TensorFlow implementation of a convolutional neural network that estimates age and gender from face images, trained on the IMDB-WIK… | 23 | 1521 | maintenance |
| DLTK DLTK is a Python neural networks toolkit built on TensorFlow for deep learning on medical images. It provides reference model implementatio… | 32 | 1460 | maintenance |
| facebookresearch/MaskFormer MaskFormer is a PyTorch/Detectron2-based implementation of the NeurIPS 2021 paper 'Per-Pixel Classification is Not All You Need for Semanti… | 10 | 1459 | maintenance |
| xuannianz/EfficientDet A Keras/TensorFlow implementation of the EfficientDet object detection model with pretrained COCO and ImageNet weights. It supports trainin… | 32 | 1452 | maintenance |
| vlfeat/matconvnet MatConvNet is a MATLAB toolbox implementing convolutional neural networks (CNNs) for computer vision applications. It supports training and… | 32 | 1430 | maintenance |
| amazon-science/patchcore-inspection Official implementation of PatchCore, a deep-learning method for industrial image anomaly detection and localization from Roth et al. (2021… | 32 | 1407 | maintenance |
| PSPNet Reference implementation of the Pyramid Scene Parsing Network (PSPNet), a CVPR 2017 semantic segmentation model that won the ImageNet Scene… | 32 | 1382 | maintenance |
| mayuelala/FollowYourPose Official PyTorch implementation of Follow-Your-Pose (AAAI 2024), a pose-guided text-to-video generation model that tunes a text-to-image mo… | 21 | 1356 | maintenance |
| dorarad/gansformer GANformer is a research implementation of a generative adversarial transformer that uses a bipartite attention structure for efficient high… | 23 | 1344 | maintenance |
| MoCo A PyTorch implementation of MoCo v3, a self-supervised contrastive learning method for ResNet and Vision Transformer (ViT) models. It inclu… | 10 | 1322 | maintenance |
| NVlabs/DG-Net DG-Net is a PyTorch implementation of the CVPR 2019 (Oral) paper 'Joint Discriminative and Generative Learning for Person Re-identification… | 32 | 1298 | maintenance |
| snap-research/articulated-animation Official research code for the CVPR 2021 paper 'Motion Representations for Articulated Animation' by Snap Research. It animates a static so… | 39 | 1278 | maintenance |
| BR-IDL/PaddleViT PaddleViT is a collection of state-of-the-art Vision Transformer and MLP model implementations for PaddlePaddle 2.1+, covering image classi… | 23 | 1236 | maintenance |
| facebookresearch/ToMe ToMe (Token Merging) is a PyTorch library from Meta AI that speeds up existing Vision Transformers by merging similar tokens inside the net… | 10 | 1204 | maintenance |
| KaihuaTang/Scene-Graph-Benchmark.pytorch A PyTorch codebase for Scene Graph Generation (SGG) built on maskrcnn-benchmark, implementing methods from the CVPR 2020 paper 'Unbiased Sc… | 56 | 1199 | maintenance |
| rinongal/StyleGAN-nada Official PyTorch implementation of StyleGAN-NADA, a CLIP-guided method for adapting pre-trained StyleGAN image generators to new domains us… | 32 | 1195 | maintenance |
| philipperemy/yolo-9000 A packaging of YOLO9000 (YOLOv2), a real-time object detection model that can detect over 9,000 object classes, built around the Darknet fr… | 32 | 1194 | maintenance |
| DeepGCNs A PyTorch library implementing DeepGCNs, DeeperGCN, and GNN1000 - graph convolutional network architectures that borrow residual/dense conn… | 32 | 1189 | maintenance |