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 |
|---|---|---|---|
| senlinuc/caffe_ocr An experimental research project built on Caffe implementing CNN+BLSTM+CTC text recognition architectures, with modifications for LSTM, war… | 32 | 1303 | maintenance |
| jcodec/jcodec JCodec is a pure Java implementation of popular video and audio codecs, including H.264, VP8, MPEG, ProRes, and AAC, along with container d… | 29 | 1302 | maintenance |
| iSparta/iSparta iSparta is a desktop GUI application built with Electron for converting and compressing images. It converts PNG sequences to APNG, converts… | 23 | 1291 | maintenance |
| bubbliiiing/deeplabv3-plus-pytorch A PyTorch implementation of the DeepLabv3+ semantic segmentation model with MobileNetV2 and Xception backbones. It includes scripts for tra… | 23 | 1290 | maintenance |
| zeusees/License-Plate-Detector A YOLOv5-based license plate detection model trained on the CCPD dataset and proprietary data, supporting many Chinese plate types. It prov… | 32 | 1289 | maintenance |
| HumanAIGC/OutfitAnyone OutfitAnyone is an Alibaba research project providing ultra-high quality AI virtual try-on, letting users visualize any clothing on any per… | 27 | 5980 | experimental |
| NVlabs/alias-free-gan The official project page and code for Alias-Free GAN, an NVIDIA research method for aliasing-free generative adversarial networks. The imp… | 32 | 1287 | maintenance |
| MasterBin-IIAU/UNINEXT UNINEXT is the official PyTorch implementation of the CVPR 2023 paper 'Universal Instance Perception as Object Discovery and Retrieval'. It… | 31 | 1279 | maintenance |
| YavorGIvanov/sam.cpp A pure C/C++ implementation of Meta's Segment Anything Model (SAM) for image segmentation inference, built on the ggml tensor library. It c… | 29 | 1278 | maintenance |
| s9roll7/ebsynth_utility An AUTOMATIC1111 WebUI extension that creates stylized or edited videos by combining Stable Diffusion img2img with EbSynth keyframe propaga… | 32 | 1274 | maintenance |
| marcbelmont/cnn-watermark-removal A TensorFlow implementation of a fully convolutional neural network that removes transparent watermark overlays from images. It trains on s… | 32 | 1272 | maintenance |
| ahrm/UnstableFusion UnstableFusion is a PyQt5 desktop frontend for Stable Diffusion that supports text-to-image generation, inpainting, img2img, and outpaintin… | 23 | 1271 | maintenance |
| joel-simon/ganbreeder Ganbreeder is a collaborative web application for discovering and 'breeding' images using BigGAN models, where users mix images and share t… | 32 | 1269 | maintenance |
| rohitrango/automatic-watermark-detection A Python implementation of the CVPR 2017 paper 'On The Effectiveness Of Visible Watermarks' that detects and removes visible watermarks fro… | 32 | 1267 | maintenance |
| dsys/match Match is a scalable reverse image search service built on Kubernetes and Elasticsearch, using perceptual hashing to find visually similar i… | 32 | 1263 | maintenance |
| zurb/twentytwenty TwentyTwenty is a jQuery plugin that lets users compare two images with a draggable before/after slider. It supports horizontal and vertica… | 32 | 1263 | maintenance |
| GoGoDuck912/Self-Correction-Human-Parsing A deep learning toolkit for human parsing (semantic segmentation of clothing and body parts in images), with pretrained models on LIP, ATR,… | 32 | 1259 | maintenance |
| Yujun-Shi/DragDiffusion DragDiffusion is the official CVPR 2024 research code for interactive point-based image editing using pretrained diffusion models. It provi… | 20 | 1257 | maintenance |
| DrSleep/tensorflow-deeplab-resnet A TensorFlow re-implementation of the DeepLab-ResNet model for semantic image segmentation, trained and evaluated on the PASCAL VOC dataset… | 10 | 1257 | maintenance |
| Fantasy-Studio/Paint-by-Example Paint by Example is a PyTorch implementation of exemplar-based image editing with diffusion models, letting users fill masked regions of an… | 32 | 1254 | maintenance |
| clovaai/CutMix-PyTorch Official PyTorch implementation of CutMix, an image data augmentation regularizer that cuts and pastes patches between training images whil… | 32 | 1252 | maintenance |
| leftthomas/SRGAN A PyTorch implementation of SRGAN, the CVPR 2017 generative adversarial network for photo-realistic single-image super-resolution. It inclu… | 32 | 1251 | maintenance |
| YuAo/YUCIHighPassSkinSmoothing An Objective-C library implementing high pass skin smoothing using Apple's Core Image framework, based on the frequency separation techniqu… | 23 | 1251 | maintenance |
| hnmr293/sd-webui-cutoff An extension for AUTOMATIC1111's stable-diffusion-webui that limits the influence scope of specified tokens in prompts, preventing color or… | 31 | 1250 | maintenance |
| CQFIO/PhotographicImageSynthesis A TensorFlow implementation of the ICCV 2017 paper 'Photographic Image Synthesis with Cascaded Refinement Networks', which synthesizes phot… | 32 | 1248 | maintenance |
| itouch2/PhotoTweaks PhotoTweaks is an Objective-C iOS library that provides a view controller for cropping photos with drag, rotate, and scale gestures, mimick… | 57 | 1247 | maintenance |
| rkalla/imgscalr A small Java library for high-quality image scaling using incremental scaling algorithms and Java2D best practices. It also provides simple… | 32 | 1247 | maintenance |
| wildma/IDCardCamera An Android library providing a custom camera interface for capturing ID card photos with autofocus, flash, and automatic or manual irregula… | 23 | 1240 | maintenance |
| openseg-group/openseg.pytorch Official PyTorch implementations of semantic segmentation models OCNet, OCRNet, and SegFix, achieving state-of-the-art results on benchmark… | 23 | 1237 | maintenance |
| fogleman/Quads A Python program that generates abstract computer art from input images using quadtree subdivision. Each quadrant is filled with an average… | 32 | 1235 | maintenance |
| huoyijie/AdvancedEAST AdvancedEAST is a deep learning algorithm for detecting text in scene images, built on the EAST architecture with improvements for more acc… | 32 | 1229 | maintenance |
| qubvel/classification_models A Keras/TensorFlow Keras library providing ImageNet-pretrained image classification model architectures such as ResNet, SE-ResNet, DenseNet… | 23 | 1229 | maintenance |
| EmilTholin/image-trace-loader A webpack loader that loads images (gif, png, jpg) and exports traced SVG outlines as URL-encoded image/svg+xml data alongside the original… | 32 | 1223 | maintenance |
| xingyizhou/CenterNet2 CenterNet2 is a research implementation of probabilistic two-stage object detection built on detectron2, where a class-agnostic one-stage C… | 32 | 1218 | maintenance |
| nihui/realsr-ncnn-vulkan A command-line tool implementing the RealSR real-world super-resolution model using the ncnn inference framework with Vulkan GPU accelerati… | 23 | 1217 | maintenance |
| JPG Glitch A browser-based web app (also available as a desktop app) that corrupts JPEG image bytes to produce glitch-art effects, with real-time slid… | 32 | 1215 | maintenance |
| PhotoEdit An Android photo editing library written in Java that provides image editing features such as adding images and text, rotation, scaling, fi… | 32 | 1208 | maintenance |
| unpaper/unpaper unpaper is a command-line post-processing tool for scanned sheets of paper, especially book pages from photocopies. It cleans dark edges, d… | 23 | 1206 | maintenance |
| reiinakano/arbitrary-image-stylization-tfjs A browser-based implementation of arbitrary neural style transfer built with TensorFlow.js, letting users stylize any photo in the style of… | 32 | 1205 | maintenance |
| LQIP A webpack loader that generates low-quality image placeholders (LQIP) for JPEG and PNG images, producing tiny Base64 previews and dominant … | 32 | 1204 | maintenance |
| yahoo/blink-diff Blink-Diff is a lightweight JavaScript image comparison tool by Yahoo, usable both as a command-line utility and as an npm library. It comp… | 10 | 1204 | maintenance |
| ethan-li-coding/SemiGlobalMatching A complete, well-commented C++ implementation of the classic Semi-Global Matching (SGM) stereo matching algorithm for computing disparity a… | 32 | 1200 | maintenance |
| cubiq/ComfyUI_essentials A collection of essential custom nodes for ComfyUI that add new image processing and utility features missing from the core. The repository… | 32 | 1198 | maintenance |
| rotemtzaban/STIT STIT (Stitch it in Time) is a research implementation of a GAN-based framework for semantic editing of faces in real videos, based on the p… | 32 | 1196 | maintenance |
| VITA-Group/DeblurGANv2 Official PyTorch implementation of DeblurGAN-v2, an ICCV 2019 relativistic conditional GAN for single-image motion deblurring with a Featur… | 32 | 1195 | maintenance |
| Kagami/go-face A Go library that provides face recognition by wrapping dlib's machine learning models, including face detection, landmark prediction, and … | 32 | 1193 | maintenance |
| yitu-opensource/T2T-ViT Official PyTorch implementation of Tokens-to-Token ViT (T2T-ViT), an ICCV 2021 vision transformer architecture trained from scratch on Imag… | 23 | 1193 | maintenance |
| vanhuyz/CycleGAN-TensorFlow A TensorFlow implementation of CycleGAN for unpaired image-to-image translation, based on the original CycleGAN paper. It includes scripts … | 23 | 1189 | maintenance |
| qingmei2/RxImagePicker A reactive Android image picker library built on RxJava2/RxJava3 that lets developers select pictures from the camera or photo album via a … | 23 | 1187 | maintenance |
| whai362/PSENet Official PyTorch implementation of PSENet, a progressive scale expansion network for robust scene text detection. It includes training, tes… | 23 | 1185 | maintenance |
| PyRetri/PyRetri PyRetri is a unified deep learning based unsupervised image retrieval toolbox built on PyTorch. It provides a modular pipeline of pre-proce… | 32 | 1181 | maintenance |
| naoto0804/pytorch-AdaIN An unofficial PyTorch implementation of the AdaIN paper 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' (Huang… | 10 | 1180 | maintenance |
| RameshAditya/asciify ASCIIFY is a Python script that converts images into ASCII art by representing pixel brightness with characters. It is a small, single-purp… | 32 | 1179 | maintenance |
| fbcotter/pytorch_wavelets A PyTorch library implementing 2D discrete wavelet transforms (DWT), dual-tree complex wavelet transforms (DTCWT), their inverses, and a DT… | 23 | 1178 | maintenance |
| ermongroup/SDEdit SDEdit is a PyTorch implementation of the ICLR 2022 paper 'Guided Image Synthesis and Editing with Stochastic Differential Equations'. It p… | 32 | 1173 | maintenance |
| cpvrlab/ImagePlay ImagePlay is an open-source desktop application for rapid prototyping of image processing algorithms, combining over 70 individual image pr… | 23 | 1172 | maintenance |
| shadow2496/VITON-HD Official PyTorch implementation of VITON-HD (CVPR 2021), a high-resolution image-based virtual try-on model that transfers a clothing item … | 37 | 1166 | maintenance |
| Ovilia/Polyvia Polyvia is a JavaScript library that converts images and live webcam video into low-poly style artwork using triangulation. It provides bro… | 32 | 1163 | maintenance |
| ChenyangQiQi/FateZero FateZero is a zero-shot text-based video editing framework built on pretrained Stable Diffusion models, introduced in an ICCV 2023 Oral pap… | 21 | 1163 | maintenance |
| soulteary/docker-prompt-generator A Docker-based web application that uses language models to generate and expand prompts for image generation tools like MidJourney and Stab… | 31 | 1157 | maintenance |
| houqb/CoordAttention A PyTorch implementation of Coordinate Attention (CoordAttention), an efficient attention mechanism for mobile networks introduced in a CVP… | 32 | 1154 | maintenance |
| andrewkirillov/AForge.NET AForge.NET is an open-source C# framework for computer vision and artificial intelligence, comprising libraries such as AForge.Imaging, AFo… | 32 | 1152 | maintenance |
| isekaidev/stable.art Stable.art is an open-source Photoshop plugin (v23.3.0+) that integrates Stable Diffusion image generation via an Automatic1111 API backend… | 22 | 1152 | maintenance |
| mchong6/GANsNRoses Official PyTorch implementation of GANs N' Roses, a model for diverse image-to-image and video-to-video translation that converts selfie ph… | 32 | 1148 | maintenance |
| braindotai/Watermark-Removal-Pytorch A PyTorch implementation of watermark removal based on the Deep Image Prior paper, using a CNN generator's structure to restore images with… | 23 | 1148 | maintenance |
| pix2pixzero/pix2pix-zero pix2pix-zero is a Python library implementing zero-shot image-to-image translation using pre-trained Stable Diffusion models. It enables ed… | 31 | 1146 | maintenance |
| peiyunh/tiny A MATLAB implementation of the Tiny Face Detector (CVPR 2017), a deep-learning face detector specialized in finding very small faces using … | 32 | 1143 | maintenance |
| CASIA-LMC-Lab/AnomalyGPT AnomalyGPT is the first Large Vision-Language Model based method for industrial anomaly detection, identifying the presence and location of… | 29 | 1140 | maintenance |
| arpitbansal297/Cold-Diffusion-Models Official PyTorch implementation of Cold Diffusion, a research paper showing that diffusion-style generative models can invert arbitrary ima… | 32 | 1137 | maintenance |
| youyuge34/Anime-InPainting An application tool built on Edge-Connect that performs anime image inpainting, allowing users to repair, fill, and remove blemishes or mos… | 32 | 1133 | maintenance |
| puzzledqs/BBox-Label-Tool A simple Python Tkinter desktop application for drawing and saving object bounding box annotations on images. It stores labels as text file… | 32 | 1129 | maintenance |
| spritesmith A Grunt task that converts a set of images into a spritesheet and generates corresponding CSS variables for formats like CSS, SASS, SCSS, L… | 32 | 1128 | maintenance |
| prscX/react-native-photo-editor A React Native library that bridges native photo editor components on Android and iOS, providing cropping, stickers, text overlays, drawing… | 23 | 1122 | maintenance |
| hotshotco/Hotshot-XL Hotshot-XL is an AI text-to-GIF model built to work alongside Stable Diffusion XL, generating 1-second GIFs at 8 FPS. It supports any fine-… | 28 | 1116 | maintenance |
| snap-research/EfficientFormer A PyTorch implementation of EfficientFormer and EfficientFormerV2, efficient vision transformer model families designed to run at MobileNet… | 32 | 1115 | maintenance |
| ckkelvinchan/RealBasicVSR Official PyTorch implementation of RealBasicVSR, a real-world video super-resolution model from CVPR 2022, built on MMEditing. It provides … | 32 | 1115 | maintenance |
| mit-han-lab/gan-compression A PyTorch research codebase implementing GAN Compression, a CVPR 2020 method that reduces the computation of conditional GANs like pix2pix,… | 23 | 1115 | maintenance |
| chishaxie/BlindWaterMark A Python command-line tool that embeds invisible blind watermarks into images and extracts them later using frequency-domain techniques. De… | 37 | 1114 | maintenance |
| JiawangBian/GMS-Feature-Matcher GMS (Grid-based Motion Statistics) is a fast, robust feature correspondence algorithm for filtering feature matches between images, publish… | 32 | 1113 | maintenance |
| uclouvain/openjpeg OpenJPEG is an open-source JPEG 2000 codec written in C, officially recognized by ISO/IEC and ITU-T as the JPEG 2000 reference software. It… | 65 | 1112 | maintenance |
| rosinality/style-based-gan-pytorch A PyTorch implementation of the StyleGAN paper (A Style-Based Generator Architecture for Generative Adversarial Networks), including traini… | 32 | 1110 | maintenance |
| fengsp/color-thief-py Color Thief is a Python library that extracts the dominant color or a representative color palette from an image using the median cut algor… | 32 | 1108 | maintenance |
| qiucheng025/zao- A Python deep learning tool that identifies and swaps faces in images and videos, with extract, train, and convert workflows plus an option… | 32 | 1108 | maintenance |
| biubug6/Face-Detector-1MB-with-landmark A PyTorch-based ultra-lightweight face detection library (~1MB models) with 5-point facial landmark detection, offering slim, RFB, and Reti… | 32 | 1107 | maintenance |
| fyu/drn A PyTorch library implementing Dilated Residual Networks (DRN), which combine dilated convolutions with residual networks for image classif… | 32 | 1102 | maintenance |
| kazuto1011/deeplab-pytorch An unofficial PyTorch re-implementation of DeepLab v2 with a ResNet-101 backbone for semantic segmentation, supporting COCO-Stuff and PASCA… | 23 | 1100 | maintenance |
| CodeXYu/ShiTu ShiTu (识兔) is a React Native mobile app demonstrating image recognition, image upload, and a waterfall-style photo feed with features like … | 32 | 1097 | maintenance |
| VITA-Group/EnlightenGAN Official PyTorch implementation of EnlightenGAN, an IEEE TIP paper on deep low-light image enhancement without paired supervision using gen… | 32 | 1095 | maintenance |
| NVlabs/NVAE Official PyTorch implementation of NVAE, a deep hierarchical variational autoencoder for likelihood-based image generation from a NeurIPS 2… | 32 | 1094 | maintenance |
| jhansireddy/AndroidScannerDemo ScanLibrary is an Android document scanning library built on top of OpenCV that lets users select document edges, crop the document, and ap… | 32 | 1092 | maintenance |
| evanw/webgl-filter A browser-based image editor built with WebGL that applies GPU-accelerated filters such as contrast adjustment, tilt-shift, and lens defocu… | 32 | 1092 | maintenance |
| pkuliyi2015/sd-webui-stablesr A Stable Diffusion WebUI (Automatic1111) plugin that integrates StableSR, a diffusion-prior-based super-resolution method, for high-fidelit… | 30 | 1089 | maintenance |
| yu4u/noise2noise An unofficial, partial Keras implementation of the Noise2Noise paper for learning image restoration without clean training data. It trains … | 23 | 1089 | maintenance |
| Zero-DCE PyTorch implementation of Zero-DCE (Zero-Reference Deep Curve Estimation), a CVPR 2020 model that enhances low-light images without paired … | 32 | 1087 | maintenance |
| emedvedev/attention-ocr A TensorFlow-based OCR model using a CNN plus seq2seq architecture with visual attention for text recognition in images. It ships as a Pyth… | 23 | 1086 | maintenance |
| locuslab/convmixer An official PyTorch implementation of ConvMixer, a patch-based convolutional image classification architecture from the ICLR 2022 paper 'Pa… | 23 | 1085 | maintenance |
| google-research/maxim Official implementation of MAXIM, a multi-axis MLP architecture for low-level image processing tasks, presented as a CVPR 2022 oral paper. … | 10 | 1084 | maintenance |
| Rock-100/FaceKit FaceKit is a C++ toolkit implementing Progressive Calibration Networks (PCN) for real-time rotation-invariant face detection and tracking, … | 32 | 1083 | maintenance |
| cslarsen/jp2a jp2a is a command-line utility that converts JPEG images into ASCII art. It renders pictures as text characters suitable for terminals or p… | 32 | 1081 | maintenance |
| devxoul/SwiftyImage A Swift library for generating UIImage resources programmatically using fluent method chaining, supporting fills, gradients, borders, corne… | 23 | 1079 | maintenance |