Computer vision libraries

72 libraries, 30 updated this year

Libraries that read images and video. OpenCV is the foundation almost everything else builds on, with bindings for C++, Python, Java, .NET (Emgu CV), Go (GoCV) and MATLAB (mexopencv). For deep learning models, Ultralytics YOLO handles real-time object detection, detectron2 covers detection and segmentation research, and timm collects hundreds of pretrained image backbones.

72 libraries

OpenCVopencv/opencv

OpenCV has C++, C, Python, Java and MATLAB interfaces and supports Windows, Linux, Android and Mac OS.

C++GeneralDeep learning

91.3k updated today

YOLOv8ultralytics/ultralytics

Ultralytics' YOLOv8 implementation with C++ support for real-time object detection and tracking, optimized for edge devices.

CDeep learning

62.8k updated today

face_recognitionageitgey/face_recognition

Face recognition library that recognizes and manipulates faces from Python or from the command line.

Python

56.9k updated 4mo ago

timmrwightman/pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more.

PythonDeep learning

37.2k updated 4d ago

detectron2facebookresearch/detectron2

FAIR's next-generation research platform for object detection and segmentation. It is a ground-up rewrite of the previous version, Detectron, and is powered by the PyTorch deep learning framework.

PythonDeep learning

34.9k updated 4d ago

OpenposeCMU-Perceptual-Computing-Lab/openpose

A real-time multi-person keypoint detection library for body, face, hands, and foot estimation

34.5k updated 2y ago

MLXml-explore/mlx

MLX is an array framework for machine learning on Apple silicon, developed by Apple machine learning research.

Python

28.9k updated 1d ago

Detectronfacebookresearch/Detectron Archived

FAIR's software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework.

PythonDeep learning

26.3k archived

deepfaceserengil/deepface

A lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for Python covering cutting-edge models such as VGG-Face, FaceNet, OpenFace, DeepFace, DeepID, Dlib and ArcFace.

Python

23.6k updated today

OpenFacecmusatyalab/openface

Free and open source face recognition with deep neural networks.

PythonDeep learning

15.4k updated 10d ago

albumentationsalbu/albumentations Archived

А fast and framework agnostic image augmentation library that implements a diverse set of augmentation techniques. Supports classification, segmentation, detection out of the box. Was used to win a number of Deep Learning competitions at Kaggle, Topcoder and those that were a part of the CVPR workshops.

PythonDeep learning

15.3k archived

DLibdavisking/dlib

DLib has C++ and Python interfaces for face detection and training general object detectors.

C++GeneralDeep learningData & viz

14.5k updated 3d ago

segmentation_models.pytorchqubvel/segmentation_models.pytorch

A PyTorch-based toolkit that offers pre-trained segmentation models for computer vision tasks. It simplifies the development of image segmentation applications by providing a collection of popular architecture implementations, such as UNet and PSPNet, along with pre-trained weights, making it easier for researchers and developers to achieve high-quality pixel-level object segmentation in images.

PythonDeep learning

11.8k updated 1d ago

Turi Createapple/turicreate Archived

Machine learning from Apple. Turi Create simplifies the development of custom machine learning models. You don't have to be a machine learning expert to add recommendations, object detection, image classification, image similarity or activity classification to your app.

PythonGeneralDeep learning

11.2k archived

AutoGluonawslabs/autogluon

AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.

PythonGeneralDeep learningNLPMLOps

10.8k updated 2d ago

Hubactiveloopai/Hub

Fastest unstructured dataset management for TensorFlow/PyTorch. Stream & version-control data. Store even petabyte-scale data in a single numpy-like array on the cloud accessible on any machine. Visit activeloop.ai for more info.

PythonGeneralDeep learningLLMsMLOps

9.3k updated 5mo ago

Exadel CompreFaceexadel-inc/CompreFace

Face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.

Python

8.4k updated 2y ago

GoCVhybridgroup/gocv

Package for computer vision using OpenCV 4 and beyond.

7.5k updated 4mo ago

CCVliuliu/ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.

7.2k updated 1d ago

Serpent.AISerpentAI/SerpentAI Archived

Serpent.AI is a game agent framework that allows you to turn any video game you own into a sandbox to develop AI and machine learning experiments. For both researchers and hobbyists.

PythonDeep learningRL

7k archived

Scikit-Optguofei9987/scikit-opt

Swarm Intelligence in Python (Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm, Immune Algorithm, Artificial Fish Swarm Algorithm in Python)

Python

6.7k updated 7mo ago

Scikit-Imagescikit-image/scikit-image

A collection of algorithms for image processing in Python.

Python

6.6k updated 1d ago

pytessarctmadmaze/pytesseract

Python-tesseract is an optical character recognition (OCR) tool for python. That is, it will recognize and "read" the text embedded in images. Python-tesseract is a wrapper for Google's Tesseract-OCR Engine.

Python

6.4k updated 5d ago

Swift AISwift-AI/Swift-AI

Highly optimized artificial intelligence and machine learning library written in Swift.

SwiftGeneralDeep learning

6k updated 9y ago

segmentation_modelsqubvel/segmentation_models

A TensorFlow Keras-based toolkit that offers pre-trained segmentation models for computer vision tasks. It simplifies the development of image segmentation applications by providing a collection of popular architecture implementations, such as UNet and PSPNet, along with pre-trained weights, making it easier for researchers and developers to achieve high-quality pixel-level object segmentation in images.

PythonDeep learning

4.9k updated 2y ago

imutilsjrosebr1/imutils

A library containing Convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

Python

4.6k updated 2y ago

Accord.NETaccord-net/framework Archived

Together with AForge.NET, this library can provide image processing and computer vision algorithms to Windows, Windows RT and Windows Phone. Some components are also available for Java and Android.

.NETGeneralDeep learning

4.5k archived

Deep High-Resolution-Netleoxiaobin/deep-high-resolution-net.pytorch

A PyTorch implementation of CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

PythonDeep learning

4.5k updated 2y ago

lightlylightly-ai/lightly

Lightly is a computer vision framework for self-supervised learning.

PythonDeep learning

3.8k updated 1d ago

Towheetowhee-io/towhee

A Python module that encode unstructured data into embeddings.

PythonGeneral

3.4k updated 2y ago

Catalystcatalyst-team/catalyst

High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing. Being able to research/develop something new, rather than write another regular train loop.

PythonGeneralDeep learningRL

3.4k updated 3mo ago

computer-vision-in-actionCharmve/computer-vision-in-action

As known as L0CV, is a new generation of computer vision open source online learning media, a cross-platform interactive learning framework integrating graphics, source code and HTML. the L0CV ecosystem — Notebook, Datasets, Source Code, and from Diving-in to Advanced — as well as the L0CV Hub.

PythonDeep learning

2.9k updated 2y ago

SimpleCVsightmachine/SimpleCV

An open source computer vision framework that gives access to several high-powered computer vision libraries, such as OpenCV. Written on Python and runs on Mac, Windows, and Ubuntu Linux.

Python

2.7k updated 1y ago

DeepDetectjolibrain/deepdetect

A machine learning API and server written in C++11. It makes state of the art machine learning easy to work with and integrate into existing applications.

C++GeneralDeep learning

2.6k updated today

Emgu CVemgucv/emgucv

Cross platform wrapper of OpenCV which can be compiled in Mono to be run on Windows, Linus, Mac OS X, iOS, and Android.

.NET

2.3k updated 2d ago

retinafaceserengil/retinaface

Deep learning based cutting-edge facial detector for Python coming with facial landmarks

PythonDeep learning

2.1k updated 15d ago

CosmoEdgecosmo-wander-ai/cosmo-edge

A C++ edge video AI engine for RTSP ingestion, CV/VLM inference, visual pipeline orchestration, alarms, and event delivery on Sophon and Rockchip NPUs.

C++

2k updated 1d ago