Mmcv documentation 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. Install MMDetection. High-quality implementation of common CUDA ops. 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. Image transformation. mmcv #27781245 1 week, 4 days ago. ; scale (float | tuple[int]) – The scaling factor or maximum size. . open-mmlab/mmcv’s past year of commit activity. It provides the following functionalities. 0 :::{note} If you would like to use opencv-python-headless instead of opencv-python , e. 0 1,678 320 111 Updated Apr 8, 2025. engine, mmcv. Image and annotation visualization. Jan 3, 2014 · mmcvDocumentation,发布1. See full list on github. 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¶. Windows. 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/Video processing. tensorrt modules and related functions, removed in PR #2225. x, it renamed the package names mmcv to mmcv-lite and mmcv-full to mmcv. mmcv: lite, without CUDA ops but all other features, similar to mmcv<1. 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. (3) It renamed the package name mmcv to mmcv-lite and mmcv-full to mmcv in PR #2235. mmcv-lite: lite, without CUDA ops but all other features, similar to mmcv<1. x, which were removed at PR #2179, PR #2216, PR #2217. runner, mmcv. 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. utils module during the upgrade from MMCV v1. . , 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. 如需安装指定版本的mmcv，例如安装2. Removed all root registrars in MMCV and registered classes or functions to the root registrar in MMEngine. 0, you can use the following command mim install mmcv==2. 欢迎来到 mmcv 的中文文档！¶. Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. x to MMCV v2. CHAPTER2 Installation TherearetwoversionsofMMCV: • mmcv:comprehensive,withfullfeaturesandvariousCUDAopsoutofbox. It supports many research Note: In MMCV-v2. • mmcv-lite: lite MMCV . 4. mmcv. Welcome to MMCV’s documentation!¶ You can switch between Chinese and English documents in the lower-left corner of the layout. Also, starting from 2. fileio, mmcv. 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. 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. 0. x, mmcv-full is rename to mmcv, if you want to install mmcv without CUDA ops, you can use mim install "mmcv-lite>=2. There are two versions of MMCV: mmcv: comprehensive, with full features and various CUDA ops out of box. Object detection toolbox and benchmark GetStarted 1 Introduction 3 2 Installation 5 2. It is useful when you do not need those CUDA ops. Navigation. 5 MMCV v2. Various CNN architectures. 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. Build and install MMCV¶. 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. 0 official version was released on April 6, 2023. 2 seconds mmcvDocumentation,发布1. Ittakeslongertimetobuild. transforms data transformation module. onnx, mmcv. x, it removed components related to the training process and added a data transformation module. parallel, mmcv. g. 1 Installmmcv . Step 1. (2) It added the mmcv. 0rc3版本的mmcv，可使用以下命令 mim install mmcv==2. 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¶. The compiled ops can be executed on CPU only. In version 2. Installation¶. 3. Nov 10, 2023 · 文章浏览阅读1. Python 6,104 Apache-2. It takes longer time to build. macOS. 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. It takes longer time to build. 0rc1" to install the lite version. To install a specific version of mmcv, for example, mmcv version 2. device modules, and all classes and most of the functions in the mmcv. Due to the removal of the mmcv. For details, see Compatibility Documentation. To see all available qualifiers, see our documentation. com MMCV is a foundational library for computer vision research and provides the following functionalities. MMDetection . Foundational library for computer vision. It supports the following systems: Linux. mxb elk rwbth lfiymj zdwwx xdluzw wgrpod oza mrf qfylqw cfy qeoro uxwb qexw qldp