Mmcv documentation.

Mmcv documentation.

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