2021-07-07 13:10:04 +08:00
|
|
|
## 介绍 MMCV
|
|
|
|
|
2022-10-22 12:43:27 +08:00
|
|
|
MMCV 是一个面向计算机视觉的基础库,它提供了以下功能:
|
|
|
|
|
|
|
|
- [图像和视频处理](../understand_mmcv/data_process.md)
|
|
|
|
- [图像和标注结果可视化](../understand_mmcv/visualization.md)
|
|
|
|
- [图像变换](../understand_mmcv/data_transform.md)
|
|
|
|
- [多种 CNN 网络结构](../understand_mmcv/cnn.md)
|
|
|
|
- [高质量实现的常见 CUDA 算子](../understand_mmcv/ops.md)
|
|
|
|
|
|
|
|
MMCV 支持多种平台,包括:
|
|
|
|
|
|
|
|
- Linux
|
|
|
|
- Windows
|
|
|
|
- macOS
|
|
|
|
|
|
|
|
它支持的 OpenMMLab 项目:
|
2021-07-20 17:18:28 +08:00
|
|
|
|
2022-02-25 10:51:23 +08:00
|
|
|
- [MMClassification](https://github.com/open-mmlab/mmclassification): OpenMMLab 图像分类工具箱
|
|
|
|
- [MMDetection](https://github.com/open-mmlab/mmdetection): OpenMMLab 目标检测工具箱
|
|
|
|
- [MMDetection3D](https://github.com/open-mmlab/mmdetection3d): OpenMMLab 新一代通用 3D 目标检测平台
|
|
|
|
- [MMRotate](https://github.com/open-mmlab/mmrotate): OpenMMLab 旋转框检测工具箱与测试基准
|
2022-10-22 12:43:27 +08:00
|
|
|
- [MMYOLO](https://github.com/open-mmlab/mmyolo): OpenMMLab YOLO 系列工具箱与测试基准
|
2022-02-25 10:51:23 +08:00
|
|
|
- [MMSegmentation](https://github.com/open-mmlab/mmsegmentation): OpenMMLab 语义分割工具箱
|
|
|
|
- [MMOCR](https://github.com/open-mmlab/mmocr): OpenMMLab 全流程文字检测识别理解工具箱
|
|
|
|
- [MMPose](https://github.com/open-mmlab/mmpose): OpenMMLab 姿态估计工具箱
|
2021-12-07 14:32:44 +08:00
|
|
|
- [MMHuman3D](https://github.com/open-mmlab/mmhuman3d): OpenMMLab 人体参数化模型工具箱与测试基准
|
2021-12-24 15:31:49 +08:00
|
|
|
- [MMSelfSup](https://github.com/open-mmlab/mmselfsup): OpenMMLab 自监督学习工具箱与测试基准
|
|
|
|
- [MMRazor](https://github.com/open-mmlab/mmrazor): OpenMMLab 模型压缩工具箱与测试基准
|
2022-02-25 10:51:23 +08:00
|
|
|
- [MMFewShot](https://github.com/open-mmlab/mmfewshot): OpenMMLab 少样本学习工具箱与测试基准
|
|
|
|
- [MMAction2](https://github.com/open-mmlab/mmaction2): OpenMMLab 新一代视频理解工具箱
|
|
|
|
- [MMTracking](https://github.com/open-mmlab/mmtracking): OpenMMLab 一体化视频目标感知平台
|
|
|
|
- [MMFlow](https://github.com/open-mmlab/mmflow): OpenMMLab 光流估计工具箱与测试基准
|
|
|
|
- [MMEditing](https://github.com/open-mmlab/mmediting): OpenMMLab 图像视频编辑工具箱
|
|
|
|
- [MMGeneration](https://github.com/open-mmlab/mmgeneration): OpenMMLab 图片视频生成模型工具箱
|
2022-01-10 16:26:37 +08:00
|
|
|
- [MMDeploy](https://github.com/open-mmlab/mmdeploy): OpenMMLab 模型部署框架
|