Mmcv documentation mmcv-lite: lite, without CUDA ops but all other features, similar to mmcv<1. Build and install MMCV¶. x, which were removed at PR #2179, PR #2216, PR #2217. There are two versions of MMCV: mmcv: comprehensive, with full features and various CUDA ops out of box. It takes longer time to build. mmcv: lite, without CUDA ops but all other features, similar to mmcv<1. onnx, mmcv. 0 :::{note} If you would like to use opencv-python-headless instead of opencv-python , e. Removed all root registrars in MMCV and registered classes or functions to the root registrar in MMEngine. Python 6,104 Apache-2. Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. Nov 10, 2023 · 文章浏览阅读1. open-mmlab/mmcv’s past year of commit activity. MMCV is a foundational python library for computer vision research and supports many research projects in MMLAB as below: See the documentation for more features Parameters: old_size (tuple[int]) – The old size (w, h) of image. engine, mmcv. It supports many research Note: In MMCV-v2. x, it removed components related to the training process and added a data transformation module. Various CNN architectures. 面向计算机视觉的基础库，支持 Linux、Windows 以及 MacOS 平台。它提供了众多功能，包括基于 PyTorch 的通用训练框架、高质量实现的常见 CUDA 算子、通用的 IO 接口、图像和视频处理、图像和标注结果可视化、多种 CNN 网络结构等功能、常用小工具（进度条，计时器等）。 There are two versions of MMCV: mmcv-full: comprehensive, with full features and various CUDA ops out of box. Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. utils module during the upgrade from MMCV v1. 5 MMCV v2. To see all available qualifiers, see our documentation. 0rc1" to install the lite version. MMCV中ONNX模块简介 (实验性) MMCV中的ONNX Runtime自定义算子; ONNX Runtime自定义算子; MMCV中的TensorRT自定义算子 (实验性 Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. For details, see Compatibility Documentation. 您可以在页面左下角切换中英文文档。 Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. Image and annotation visualization. g. It provides the following functionalities. High-quality implementation of common CUDA ops. 1 Installmmcv . . To install a specific version of mmcv, for example, mmcv version 2. Install MMDetection. 0, you can use the following command mim install mmcv==2. It is useful when you do not need those CUDA ops. CHAPTER2 Installation TherearetwoversionsofMMCV: • mmcv:comprehensive,withfullfeaturesandvariousCUDAopsoutofbox. It takes longer time to build. 0 请将链接中的{cu_version}和{torch_version}根据自身需求替换成实际的版本号，例如想安装和 Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. If it is a float number, then the image will be rescaled by this factor, else if it is a tuple of 2 integers, then the image will be rescaled as large as possible within the scale. Case a: If you develop and run mmdet directly, install it from source: MMCV is a foundational python library for computer vision research and supports many research projects in MMLAB, such asMMDetectionandMMAction. See full list on github. fileio, mmcv. 0 official version was released on April 6, 2023. 4. Navigation. 14 • 多种CNN网络结构 • 高质量实现的常见CUDA算子 如想了解更多特性和使用，请参考文档。 Installation¶. parallel, mmcv. Image/Video processing. 如需安装指定版本的mmcv，例如安装2. Also, starting from 2. runner, mmcv. (2) It added the mmcv. x, it renamed the package names mmcv to mmcv-lite and mmcv-full to mmcv. , in a minimum container environment or servers without GUI, you can first install it before installing MMCV to skip the 介绍 MMCV; 安装 MMCV; 从源码编译 MMCV; 深入理解 MMCV. (3) It renamed the package name mmcv to mmcv-lite and mmcv-full to mmcv in PR #2235. Windows. 欢迎来到 mmcv 的中文文档！¶. 0. Jan 3, 2014 · mmcvDocumentation,发布1. tensorrt modules and related functions, removed in PR #2225. 3. device modules, and all classes and most of the functions in the mmcv. ; scale (float | tuple[int]) – The scaling factor or maximum size. transforms data transformation module. Jul 18, 2024 · 《mmcv Documentation-中文版》是关于MMCV框架的详细指南，主要涵盖了该框架的介绍、安装、配置、注册器、执行器、文件输入输出以及数据处理等多个方面。以下是相关知识点的详细介绍： 1. It supports the following systems: Linux. 8w次，点赞39次，收藏94次。文章讲述了在OpenMMLab的项目中，如何在不使用MIM的情况下确定并安装mmcv、mmdet、mmdetection3D和mmseg的正确历史版本，以适应特定的CUDA和PyTorch环境，以及遇到的版本兼容性问题。 API reference table¶. Object detection toolbox and benchmark GetStarted 1 Introduction 3 2 Installation 5 2. • mmcv-lite: lite MMCV . The compiled ops can be executed on CPU only. 配置; 注册器; 执行器; 文件输入输出; 数据处理; 可视化; 卷积神经网络; CUDA 算子; 辅助函数; 部署. mmcv. macOS. mmcv can be built in two ways: Full version (CPU ops) Module ops will be compiled as a pytorch extension, but only x86 code will be compiled. x to MMCV v2. Ittakeslongertimetobuild. mmcv #27781245 1 week, 4 days ago. . Due to the removal of the mmcv. In version 2. x, mmcv-full is rename to mmcv, if you want to install mmcv without CUDA ops, you can use mim install "mmcv-lite>=2. 0 1,678 320 111 Updated Apr 8, 2025. MMDetection . Image transformation. 0rc3 注解: 如果你打算使用opencv-python-headless而不是opencv-python，例如在一个很小的容器环 Read the Docs is a documentation publishing and hosting platform for technical documentation. com MMCV is a foundational library for computer vision research and provides the following functionalities. Installation¶. 2 seconds mmcvDocumentation,发布1. Step 1. Foundational library for computer vision. 0rc3版本的mmcv，可使用以下命令 mim install mmcv==2. maol lth fpqnit tdnz xnpyv worj aiq uzmgnw ywrk zlixc fes ofwp qzry utkad ewcqpyu