CV-第三方库：MMLAB库【OpenMMLab框架几乎全面覆盖了深度学习视觉任务的方方面面。针对每一个具体的任务，都提供了一个相应的算法库】

原创已于 2023-02-19 21:00:53 修改

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于 2023-02-19 20:51:24 首次发布

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OpenMMLab是一个专注于构建开源计算机视觉算法系统的项目，基于PyTorch，提供MMEngine和MMCV等工具，支持高效训练与评估。自2018年以来，已发布多个库，实现众多算法，包含丰富的预训练模型，旨在降低算法重实现难度并推动研究与工业应用的结合。

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OpenMMLab website HOT OpenMMLab platform TRY IT OUT

OpenMMLab builds the most influential open-source computer vision algorithm system in the deep learning era. It aims to

provide high-quality libraries to reduce the difficulties in algorithm reimplementation
create efficient deployment toolchains targeting a variety of backends and devices
build a solid foundation for computer vision research and development
bridge the gap between academic research and industrial applications with full-stack toolchains

Based on PyTorch, OpenMMLab develops MMEngine to provide universal training and evaluation engine, and MMCV to provide neural network operators and data transforms, which serves as a foundation of the whole project. Since the initial release in October 2018, OpenMMLab has released 30+ vision libraries, has implemented 300+ algorithms, and contains 2000+ pre-trained models.

Check our tutorials videos (in Chinese) to get started.

https://openmmlab.com/

用 OpenMMLab 轻松搭建主干网络，多种视觉任务一网打尽_OpenMMLab的博客-优快云博客

OpenMMLab · GitHub

MMLAB库学习_吴晓Q的博客-优快云博客_mmlab