How to: Industry Strength Computer Vision
* [Deep Lake](https://github.com/activeloopai/deeplake) ![](https://img.shields.io/github/stars/activeloopai/deeplake.svg?cacheSeconds=86400) - Deep Lake is a data infrastructure optimized for computer vision.
* [Detectron2](https://github.com/facebookresearch/detectron2) ![](https://img.shields.io/github/stars/facebookresearch/detectron2.svg?cacheSeconds=86400) - Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms.
* [KerasCV](https://github.com/keras-team/keras-cv) ![](https://img.shields.io/github/stars/keras-team/keras-cv.svg?cacheSeconds=86400) - KerasCV is a library of modular computer vision oriented Keras components.
* [Kornia](https://github.com/kornia/kornia) ![](https://img.shields.io/github/stars/kornia/kornia.svg?cacheSeconds=86400) - Kornia is a differentiable computer vision library built on PyTorch that provides a rich set of differentiable image processing and geometric vision algorithms.
* [LAVIS](https://github.com/salesforce/LAVIS) ![](https://img.shields.io/github/stars/salesforce/LAVIS.svg?cacheSeconds=86400) - LAVIS is a deep learning library for LAnguage-and-VISion intelligence research and applications.
* [libcom](https://github.com/bcmi/libcom) ![](https://img.shields.io/github/stars/bcmi/libcom.svg?cacheSeconds=86400) - libcom is an image composition toolbox.
* [LightlyTrain](https://github.com/lightly-ai/lightly-train) ![](https://img.shields.io/github/stars/lightly-ai/lightly-train.svg?cacheSeconds=86400) - Pretrain computer vision models on unlabeled data for industrial applications.
* [MMCV](https://github.com/open-mmlab/mmcv) ![](https://img.shields.io/github/stars/open-mmlab/mmcv.svg?cacheSeconds=86400) - MMCV is a foundational computer vision library from OpenMMLab that provides essential functionalities like image and video processing, data transformation and augmentation, CNN architectures, and optimized CUDA operations.
* [SuperGradients](https://github.com/Deci-AI/super-gradients) ![](https://img.shields.io/github/stars/Deci-AI/super-gradients.svg?cacheSeconds=86400) - SuperGradients is an open-source library for training PyTorch-based computer vision models.
* [supervision](https://github.com/roboflow/supervision) ![](https://img.shields.io/github/stars/roboflow/supervision.svg?cacheSeconds=86400) - Supervision is a Python library designed for efficient computer vision pipeline management, providing tools for annotation, visualization, and monitoring of models.
* [VideoSys](https://github.com/NUS-HPC-AI-Lab/VideoSys) ![](https://img.shields.io/github/stars/NUS-HPC-AI-Lab/VideoSys.svg?cacheSeconds=86400) - VideoSys supports many diffusion models with our various acceleration techniques, enabling these models to run faster and consume less memory.