From 8f0141cfaaa11244e542bae84f31d2cedd35af97 Mon Sep 17 00:00:00 2001 From: liukuikun <24622904+Harold-lkk@users.noreply.github.com> Date: Wed, 31 Aug 2022 09:32:55 +0800 Subject: [PATCH] cherry pick main (#1355) * [Fix] Update owners (#1248) * [Docs] Update installation guide (#1254) * [Docs] Update installation guide * add pic * minor fix * fix * [Docs] Update image link (#1255) * [Docs] demo, experiments and live inference API on Tiyaro (#1272) * docs: added Try on Tiyaro Badge * docs: fix mdformat * docs: update tiyaro docs url Co-authored-by: Tong Gao Co-authored-by: Venkat Raman --- .owners.yml | 1 - README.md | 1 + README_zh-CN.md | 1 + docs/en/get_started/install.md | 223 +++++++++++++++++++++++++ docs/zh_cn/get_started/install.md | 264 +++++++++++++++++------------- resources/verification.png | Bin 0 -> 264247 bytes 6 files changed, 372 insertions(+), 118 deletions(-) create mode 100644 resources/verification.png diff --git a/.owners.yml b/.owners.yml index 53d7d451..b0aad358 100644 --- a/.owners.yml +++ b/.owners.yml @@ -7,5 +7,4 @@ assign: assignees: - gaotongxiao - xinke-wang - - Mountchicken - Harold-lkk diff --git a/README.md b/README.md index d5c74962..4901afa9 100644 --- a/README.md +++ b/README.md @@ -25,6 +25,7 @@ [![PyPI](https://badge.fury.io/py/mmocr.svg)](https://pypi.org/project/mmocr/) [![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmocr.svg)](https://github.com/open-mmlab/mmocr/issues) [![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmocr.svg)](https://github.com/open-mmlab/mmocr/issues) + [📘Documentation](https://mmocr.readthedocs.io/) | [🛠️Installation](https://mmocr.readthedocs.io/en/latest/install.html) | diff --git a/README_zh-CN.md b/README_zh-CN.md index 7c93faad..014fd9ae 100644 --- a/README_zh-CN.md +++ b/README_zh-CN.md @@ -25,6 +25,7 @@ [![PyPI](https://badge.fury.io/py/mmocr.svg)](https://pypi.org/project/mmocr/) [![Average time to resolve an issue](https://isitmaintained.com/badge/resolution/open-mmlab/mmocr.svg)](https://github.com/open-mmlab/mmocr/issues) [![Percentage of issues still open](https://isitmaintained.com/badge/open/open-mmlab/mmocr.svg)](https://github.com/open-mmlab/mmocr/issues) + [📘文档](https://mmocr.readthedocs.io/zh_CN/latest/) | [🛠️安装](https://mmocr.readthedocs.io/zh_CN/latest/install.html) | diff --git a/docs/en/get_started/install.md b/docs/en/get_started/install.md index 25267fe2..d950cf1b 100644 --- a/docs/en/get_started/install.md +++ b/docs/en/get_started/install.md @@ -1 +1,224 @@ # Installation + +## Prerequisites + +- Linux | Windows | macOS +- Python 3.7 +- PyTorch 1.6 or higher +- torchvision 0.7.0 +- CUDA 10.1 +- NCCL 2 +- GCC 5.4.0 or higher + +## Environment Setup + +```{note} +If you are experienced with PyTorch and have already installed it, just skip this part and jump to the [next section](#installation-steps). Otherwise, you can follow these steps for the preparation. +``` + +**Step 0.** Download and install Miniconda from the [official website](https://docs.conda.io/en/latest/miniconda.html). + +**Step 1.** Create a conda environment and activate it. + +```shell +conda create --name openmmlab python=3.8 -y +conda activate openmmlab +``` + +**Step 2.** Install PyTorch following [official instructions](https://pytorch.org/get-started/locally/), e.g. + +On GPU platforms: + +```shell +conda install pytorch torchvision -c pytorch +``` + +On CPU platforms: + +```shell +conda install pytorch torchvision cpuonly -c pytorch +``` + +## Installation Steps + +We recommend that users follow our best practices to install MMOCR. However, the whole process is highly customizable. See [Customize Installation](#customize-installation) section for more information. + +### Best Practices + +**Step 0.** Install [MMCV](https://github.com/open-mmlab/mmcv) using [MIM](https://github.com/open-mmlab/mim). + +```shell +pip install -U openmim +mim install mmcv-full +``` + +**Step 1.** Install [MMDetection](https://github.com/open-mmlab/mmdetection) as a dependency. + +```shell +pip install mmdet +``` + +**Step 2.** Install MMOCR. + +Case A: If you wish to run and develop MMOCR directly, install it from source: + +```shell +git clone https://github.com/open-mmlab/mmocr.git +cd mmocr +pip install -r requirements.txt +pip install -v -e . +# "-v" increases pip's verbosity. +# "-e" means installing the project in editable mode, +# That is, any local modifications on the code will take effect immediately. +``` + +Case B: If you use MMOCR as a dependency or third-party package, install it with pip: + +```shell +pip install mmocr +``` + +**Step 3. (Optional)** If you wish to use any transform involving `albumentations` (For example, `Albu` in ABINet's pipeline), install the dependency using the following command: + +```shell +# If MMOCR is installed from source +pip install -r requirements/albu.txt +# If MMOCR is installed via pip +pip install albumentations>=1.1.0 --no-binary qudida,albumentations +``` + +```{note} + +We recommend checking the environment after installing `albumentations` to +ensure that `opencv-python` and `opencv-python-headless` are not installed together, otherwise it might cause unexpected issues. If that's unfortunately the case, please uninstall `opencv-python-headless` to make sure MMOCR's visualization utilities can work. + +Refer +to ['albumentations`'s official documentation](https://albumentations.ai/docs/getting_started/installation/#note-on-opencv-dependencies) for more details. + +``` + +### Verify the installation + +We provide two options to verify the installation via inference demo, depending on your installation method. You should be able to see a pop-up image and the inference result upon successful verification. + +
+
+
+
+ +```bash +# Inference result +[{'filename': 'demo_text_det', 'text': ['yther', 'doyt', 'nan', 'heraies', '188790', 'cadets', 'army', 'ipioneered', 'and', 'icottages', 'land', 'hall', 'sgardens', 'established', 'ithis', 'preformer', 'social', 'octavial', 'hill', 'pm', 'ct', 'lof', 'aborought']}] +``` + +#### Case A - Installed from Source + +Run the following in MMOCR's directory: + +```bash +python mmocr/utils/ocr.py --det DB_r18 --recog CRNN demo/demo_text_det.jpg --imshow +``` + +#### Case B - Installed as a Package: + +**Step 1.** We need to download configs, checkpoints and an image necessary for the verification. + +```shell +mim download mmocr --config dbnet_r18_fpnc_1200e_icdar2015 --dest . +mim download mmocr --config crnn_academic_dataset --dest . +wget https://raw.githubusercontent.com/open-mmlab/mmocr/main/demo/demo_text_det.jpg +``` + +The downloading will take several seconds or more, depending on your network environment. The directory tree should look like the following once everything is done: + +```bash +├── crnn_academic-a723a1c5.pth +├── crnn_academic_dataset.py +├── dbnet_r18_fpnc_1200e_icdar2015.py +├── dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth +└── demo_text_det.jpg +``` + +**Step 2.** Run the following codes in your Python interpreter: + +```python +from mmocr.utils.ocr import MMOCR +ocr = MMOCR(recog='CRNN', recog_ckpt='crnn_academic-a723a1c5.pth', recog_config='crnn_academic_dataset.py', det='DB_r18', det_ckpt='dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth', det_config='dbnet_r18_fpnc_1200e_icdar2015.py') +ocr.readtext('demo_text_det.jpg', imshow=True) +``` + +## Customize Installation + +### CUDA versions + +When installing PyTorch, you need to specify the version of CUDA. If you are not clear on which to choose, follow our recommendations: + +- For Ampere-based NVIDIA GPUs, such as GeForce 30 series and NVIDIA A100, CUDA 11 is a must. +- For older NVIDIA GPUs, CUDA 11 is backward compatible, but CUDA 10.2 offers better compatibility and is more lightweight. + +Please make sure the GPU driver satisfies the minimum version requirements. See [this table](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#cuda-major-component-versions__table-cuda-toolkit-driver-versions) for more information. + +```{note} +Installing CUDA runtime libraries is enough if you follow our best practices, because no CUDA code will be compiled locally. However if you hope to compile MMCV from source or develop other CUDA operators, you need to install the complete CUDA toolkit from NVIDIA's [website](https://developer.nvidia.com/cuda-downloads), and its version should match the CUDA version of PyTorch. i.e., the specified version of cudatoolkit in `conda install` command. +``` + +### Install MMCV without MIM + +MMCV contains C++ and CUDA extensions, thus depending on PyTorch in a complex way. MIM solves such dependencies automatically and makes the installation easier. However, it is not a must. + +To install MMCV with pip instead of MIM, please follow [MMCV installation guides](https://mmcv.readthedocs.io/en/latest/get_started/installation.html). This requires manually specifying a find-url based on PyTorch version and its CUDA version. + +For example, the following command install mmcv-full built for PyTorch 1.10.x and CUDA 11.3. + +```shell +pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.10/index.html +``` + +### Install on CPU-only platforms + +MMOCR can be built for CPU-only environment. In CPU mode you can train (requires MMCV version >= 1.4.4), test or inference a model. + +However, some functionalities are gone in this mode: + +- Deformable Convolution +- Modulated Deformable Convolution +- ROI pooling +- SyncBatchNorm + +If you try to train/test/inference a model containing above ops, an error will be raised. +The following table lists affected algorithms. + +| Operator | Model | +| :-----------------------------------------------------: | :-----------------------------------------------------: | +| Deformable Convolution/Modulated Deformable Convolution | DBNet (r50dcnv2), DBNet++ (r50dcnv2), FCENet (r50dcnv2) | +| SyncBatchNorm | PANet, PSENet | + +### Using MMOCR with Docker + +We provide a [Dockerfile](https://github.com/open-mmlab/mmocr/blob/master/docker/Dockerfile) to build an image. + +```shell +# build an image with PyTorch 1.6, CUDA 10.1 +docker build -t mmocr docker/ +``` + +Run it with + +```shell +docker run --gpus all --shm-size=8g -it -v {DATA_DIR}:/mmocr/data mmocr +``` + +## Dependency on MMCV & MMDetection + +MMOCR has different version requirements on MMCV and MMDetection at each release to guarantee the implementation correctness. Please refer to the table below and ensure the package versions fit the requirement. + +| MMOCR | MMCV | MMDetection | +| ------------ | ------------------------ | --------------------------- | +| main | 1.3.8 \<= mmcv \<= 1.7.0 | 2.21.0 \<= mmdet \<= 3.0.0 | +| 0.6.0 | 1.3.8 \<= mmcv \<= 1.6.0 | 2.21.0 \<= mmdet \<= 3.0.0 | +| 0.5.0 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 3.0.0 | +| 0.4.0, 0.4.1 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 2.20.0 | +| 0.3.0 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.14.0 \<= mmdet \<= 2.20.0 | +| 0.2.1 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.13.0 \<= mmdet \<= 2.20.0 | +| 0.2.0 | 1.3.4 \<= mmcv \<= 1.4.0 | 2.11.0 \<= mmdet \<= 2.13.0 | +| 0.1.0 | 1.2.6 \<= mmcv \<= 1.3.4 | 2.9.0 \<= mmdet \<= 2.11.0 | diff --git a/docs/zh_cn/get_started/install.md b/docs/zh_cn/get_started/install.md index 23a245bf..008b2d37 100644 --- a/docs/zh_cn/get_started/install.md +++ b/docs/zh_cn/get_started/install.md @@ -9,113 +9,81 @@ - CUDA 10.1 - NCCL 2 - GCC 5.4.0 或更高版本 -- [MMCV](https://mmcv.readthedocs.io/en/latest/#installation) -- [MMDetection](https://mmdetection.readthedocs.io/en/latest/#installation) -为了确保代码实现的正确性,MMOCR 每个版本都有可能改变对 MMCV 和 MMDetection 版本的依赖。请根据以下表格确保版本之间的相互匹配。 - -| MMOCR | MMCV | MMDetection | -| ------------ | ------------------------ | --------------------------- | -| main | 1.3.8 \<= mmcv \<= 1.6.0 | 2.21.0 \<= mmdet \<= 3.0.0 | -| 0.6.0 | 1.3.8 \<= mmcv \<= 1.6.0 | 2.21.0 \<= mmdet \<= 3.0.0 | -| 0.5.0 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 3.0.0 | -| 0.4.0, 0.4.1 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 2.20.0 | -| 0.3.0 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.14.0 \<= mmdet \<= 2.20.0 | -| 0.2.1 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.13.0 \<= mmdet \<= 2.20.0 | -| 0.2.0 | 1.3.4 \<= mmcv \<= 1.4.0 | 2.11.0 \<= mmdet \<= 2.13.0 | -| 0.1.0 | 1.2.6 \<= mmcv \<= 1.3.4 | 2.9.0 \<= mmdet \<= 2.11.0 | - -我们已经测试了以下操作系统和软件版本: - -- OS: Ubuntu 16.04 -- CUDA: 10.1 -- GCC(G++): 5.4.0 -- MMCV 1.3.8 -- MMDetection 2.14.0 -- PyTorch 1.6.0 -- torchvision 0.7.0 - -MMOCR 基于 PyTorch 和 MMDetection 项目实现。 - -## 详细安装步骤 - -a. 创建一个 Conda 虚拟环境并激活(open-mmlab 为自定义环境名)。 - -```shell -conda create -n open-mmlab python=3.7 -y -conda activate open-mmlab -``` - -b. 按照 PyTorch 官网教程安装 PyTorch 和 torchvision ([参见官方链接](https://pytorch.org/)), 例如, - -```shell -conda install pytorch==1.6.0 torchvision==0.7.0 cudatoolkit=10.1 -c pytorch -``` +## 准备环境 ```{note} -请确定 CUDA 编译版本和运行版本一致。你可以在 [PyTorch](https://pytorch.org/) 官网检查预编译 PyTorch 所支持的 CUDA 版本。 +如果你已经在本地安装了 PyTorch,请直接跳转到[安装步骤](#安装步骤)。 ``` -c. 安装 [mmcv](https://github.com/open-mmlab/mmcv),推荐以下方式进行安装。 +**第一步** 下载并安装 [Miniconda](https://docs.conda.io/en/latest/miniconda.html). + +**第二步** 创建并激活一个 conda 环境: ```shell -pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cu_version}/{torch_version}/index.html +conda create --name openmmlab python=3.8 -y +conda activate openmmlab ``` -请将上述 url 中 `{cu_version}` 和 `{torch_version}`替换成你环境中对应的 CUDA 版本和 PyTorch 版本。例如,如果想要安装最新版基于 CUDA 11 和 PyTorch 1.7.0 的最新版 `mmcv-full`,请输入以下命令: +**第三步** 依照[官方指南](https://pytorch.org/get-started/locally/),安装 PyTorch。 + +在 GPU 平台上: ```shell -pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu110/torch1.7.0/index.html +conda install pytorch torchvision -c pytorch ``` -````{note} -PyTorch 在 1.x.0 和 1.x.1 之间通常是兼容的,故 mmcv-full 只提供 1.x.0 的编译包。如果你的 PyTorch 版本是 1.x.1,你可以放心地安装在 1.x.0 版本编译的 mmcv-full。 +在 CPU 平台上: -```bash -# 我们可以忽略 PyTorch 的小版本号 -pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu110/torch1.7/index.html +```shell +conda install pytorch torchvision cpuonly -c pytorch ``` -```` +## 安装步骤 -```{note} -如果安装时进行了编译过程,请再次确认安装的 `mmcv-full` 版本与环境中 CUDA 和 PyTorch 的版本匹配。 +我们建议大多数用户采用我们的推荐方式安装 MMOCR。倘若你需要更灵活的安装过程,则可以参考[自定义安装](#自定义安装)一节。 -如有需要,可以在[此处](https://github.com/open-mmlab/mmcv#installation)检查 mmcv 与 CUDA 和 PyTorch 的版本对应关系。 +### 推荐步骤 + +**第一步** 使用 [MIM](https://github.com/open-mmlab/mim) 安装 [MMCV](https://github.com/open-mmlab/mmcv). + +```shell +pip install -U openmim +mim install mmcv-full ``` -```{warning} -如果你已经安装过 `mmcv`,你需要先运行 `pip uninstall mmcv` 删除 `mmcv`,再安装 `mmcv-full`。 如果环境中同时安装了 `mmcv` 和 `mmcv-full`, 将会出现报错 `ModuleNotFoundError`。 -``` - -d. 安装 [mmdet](https://github.com/open-mmlab/mmdetection), 我们推荐使用pip安装最新版 `mmdet`。 -在 [此处](https://pypi.org/project/mmdet/) 可以查看 `mmdet` 版本信息. +**第二步** 将 [MMDetection](https://github.com/open-mmlab/mmdetection) 以依赖库的形式安装。 ```shell pip install mmdet ``` -或者,你也可以按照 [安装指南](https://github.com/open-mmlab/mmdetection/blob/master/docs/get_started.md) 中的方法安装 `mmdet`。 +**第三步** 安装 MMOCR. -e. 克隆 MMOCR 项目到本地. +情况1: 若你需要直接运行 MMOCR 或在其基础上进行开发,则通过源码安装: ```shell git clone https://github.com/open-mmlab/mmocr.git cd mmocr -``` - -f. 安装依赖软件环境并安装 MMOCR。 - -```shell pip install -r requirements.txt -pip install -v -e . # or "python setup.py develop" -export PYTHONPATH=$(pwd):$PYTHONPATH +pip install -v -e . +# "-v" 会让安装过程产生更详细的输出 +# "-e" 会以可编辑的方式安装该代码库,你对该代码库所作的任何更改都会立即生效 ``` -g. (可选)如果你需要使用与 `albumentations` 有关的变换,比如 ABINet 数据流水线中的 `Albu`,请使用以下命令安装依赖: +情况2:如果你将 MMOCR 作为一个外置依赖库使用,通过 pip 安装即可: ```shell +pip install mmocr +``` + +**第四步(可选)** 如果你需要使用与 `albumentations` 有关的变换,比如 ABINet 数据流水线中的 `Albu`,请使用以下命令安装依赖: + +```shell +# 若 MMOCR 通过源码安装 pip install -r requirements/albu.txt +# 若 MMOCR 通过 pip 安装 +pip install albumentations>=1.1.0 --no-binary qudida,albumentations ``` ```{note} @@ -126,36 +94,107 @@ pip install -r requirements/albu.txt ``` -## 完整安装命令 +### 检验 -以下是 conda 方式安装 mmocr 的完整安装命令。 +根据安装方式的不同,我们提供了两个可以验证安装正确性的方法。若 MMOCR 的安装无误,你在这一节完成后应当能看到以图片和文字形式表示的识别结果,示意如下: -```shell -conda create -n open-mmlab python=3.7 -y -conda activate open-mmlab +
+
+
+
-# 安装最新的 PyTorch 预编译包 -conda install pytorch==1.6.0 torchvision==0.7.0 cudatoolkit=10.1 -c pytorch - -# 安装最新的 mmcv-full -pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu101/torch1.6.0/index.html - -# 安装 mmdet -pip install mmdet - -# 安装 mmocr -git clone https://github.com/open-mmlab/mmocr.git -cd mmocr - -pip install -r requirements.txt -pip install -v -e . # 或 "python setup.py develop" -export PYTHONPATH=$(pwd):$PYTHONPATH - -# 安装 albumentations -pip install -r requirements/albu.txt +```bash +# 识别结果 +[{'filename': 'demo_text_det', 'text': ['yther', 'doyt', 'nan', 'heraies', '188790', 'cadets', 'army', 'ipioneered', 'and', 'icottages', 'land', 'hall', 'sgardens', 'established', 'ithis', 'preformer', 'social', 'octavial', 'hill', 'pm', 'ct', 'lof', 'aborought']}] ``` -## 可选方式: Docker镜像 +#### 若从源码安装 MMOCR + +在 MMOCR 的目录运行以下命令: + +```bash +python mmocr/utils/ocr.py --det DB_r18 --recog CRNN demo/demo_text_det.jpg --imshow +``` + +#### 若以包形式安装 MMOCR + +**第一步** 下载必要的配置,权重和图片: + +```shell +mim download mmocr --config dbnet_r18_fpnc_1200e_icdar2015 --dest . +mim download mmocr --config crnn_academic_dataset --dest . +wget https://raw.githubusercontent.com/open-mmlab/mmocr/main/demo/demo_text_det.jpg +``` + +取决于你的网络环境,下载过程可能会持续几十秒或者更长。一切就绪后,当前目录树应当包含以下文件: + +```bash +├── crnn_academic-a723a1c5.pth +├── crnn_academic_dataset.py +├── dbnet_r18_fpnc_1200e_icdar2015.py +├── dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth +└── demo_text_det.jpg +``` + +**第二步** 在 Python 解释器中运行以下代码: + +```python +from mmocr.utils.ocr import MMOCR +ocr = MMOCR(recog='CRNN', recog_ckpt='crnn_academic-a723a1c5.pth', recog_config='crnn_academic_dataset.py', det='DB_r18', det_ckpt='dbnet_r18_fpnc_sbn_1200e_icdar2015_20210329-ba3ab597.pth', det_config='dbnet_r18_fpnc_1200e_icdar2015.py') +ocr.readtext('demo_text_det.jpg', imshow=True) +``` + +## 自定义安装 + +### CUDA 版本 + +安装 PyTorch 时,需要指定 CUDA 版本。如果您不清楚选择哪个,请遵循我们的建议: + +- 对于 Ampere 架构的 NVIDIA GPU,例如 GeForce 30 series 以及 NVIDIA A100,CUDA 11 是必需的。 +- 对于更早的 NVIDIA GPU,CUDA 11 是向前兼容的,但 CUDA 10.2 能够提供更好的兼容性,也更加轻量。 + +请确保你的 GPU 驱动版本满足最低的版本需求,参阅[这张表](https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html#cuda-major-component-versions__table-cuda-toolkit-driver-versions)。 + +```{note} +如果按照我们的最佳实践进行安装,CUDA 运行时库就足够了,因为我们提供相关 CUDA 代码的预编译,你不需要进行本地编译。 +但如果你希望从源码进行 MMCV 的编译,或是进行其他 CUDA 算子的开发,那么就必须安装完整的 CUDA 工具链,参见 +[NVIDIA 官网](https://developer.nvidia.com/cuda-downloads),另外还需要确保该 CUDA 工具链的版本与 PyTorch 安装时 +的配置相匹配(如用 `conda install` 安装 PyTorch 时指定的 cudatoolkit 版本)。 +``` + +### 不使用 MIM 安装 MMCV + +MMCV 包含 C++ 和 CUDA 扩展,因此其对 PyTorch 的依赖比较复杂。MIM 会自动解析这些 +依赖,选择合适的 MMCV 预编译包,使安装更简单,但它并不是必需的。 + +要使用 pip 而不是 MIM 来安装 MMCV,请遵照 [MMCV 安装指南](https://mmcv.readthedocs.io/zh_CN/latest/get_started/installation.html)。 +它需要你用指定 url 的形式手动指定对应的 PyTorch 和 CUDA 版本。 + +举个例子,如下命令将会安装基于 PyTorch 1.10.x 和 CUDA 11.3 编译的 mmcv-full。 + +```shell +pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.10/index.html +``` + +### 在 CPU 环境中安装 + +MMOCR 可以仅在 CPU 环境中安装,在 CPU 模式下,你可以完成训练(需要 MMCV 版本 >= 1.4.4)、测试和模型推理等所有操作。 + +在 CPU 模式下,MMCV 中的以下算子将不可用: + +- Deformable Convolution +- Modulated Deformable Convolution +- ROI pooling +- SyncBatchNorm + +如果你尝试使用用到了以上算子的模型进行训练、测试或推理,程序将会报错。以下为可能受到影响的模型列表: + +| 算子 | 模型 | +| :-----------------------------------------------------: | :-----------------------------------------------------: | +| Deformable Convolution/Modulated Deformable Convolution | DBNet (r50dcnv2), DBNet++ (r50dcnv2), FCENet (r50dcnv2) | +| SyncBatchNorm | PANet, PSENet | + +### 通过 Docker 使用 MMOCR 我们提供了一个 [Dockerfile](https://github.com/open-mmlab/mmocr/blob/master/docker/Dockerfile) 文件以建立 docker 镜像 。 @@ -170,26 +209,17 @@ docker build -t mmocr docker/ docker run --gpus all --shm-size=8g -it -v {实际数据目录}:/mmocr/data mmocr ``` -## 数据集准备 +## 对 MMCV 和 MMDetection 的版本依赖 -我们推荐建立一个 symlink 路径映射,连接数据集路径到 `mmocr/data`。 详细数据集准备方法请阅读**数据集**章节。 -如果你需要的文件夹路径不同,你可能需要在 configs 文件中修改对应的文件路径信息。 +为了确保代码实现的正确性,MMOCR 每个版本都有可能改变对 MMCV 和 MMDetection 版本的依赖。请根据以下表格确保版本之间的相互匹配。 -`mmocr` 文件夹路径结构如下: - -``` -├── configs/ -├── demo/ -├── docker/ -├── docs/ -├── LICENSE -├── mmocr/ -├── README.md -├── requirements/ -├── requirements.txt -├── resources/ -├── setup.cfg -├── setup.py -├── tests/ -├── tools/ -``` +| MMOCR | MMCV | MMDetection | +| ------------ | ------------------------ | --------------------------- | +| main | 1.3.8 \<= mmcv \<= 1.7.0 | 2.21.0 \<= mmdet \<= 3.0.0 | +| 0.6.0 | 1.3.8 \<= mmcv \<= 1.6.0 | 2.21.0 \<= mmdet \<= 3.0.0 | +| 0.5.0 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 3.0.0 | +| 0.4.0, 0.4.1 | 1.3.8 \<= mmcv \<= 1.5.0 | 2.14.0 \<= mmdet \<= 2.20.0 | +| 0.3.0 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.14.0 \<= mmdet \<= 2.20.0 | +| 0.2.1 | 1.3.8 \<= mmcv \<= 1.4.0 | 2.13.0 \<= mmdet \<= 2.20.0 | +| 0.2.0 | 1.3.4 \<= mmcv \<= 1.4.0 | 2.11.0 \<= mmdet \<= 2.13.0 | +| 0.1.0 | 1.2.6 \<= mmcv \<= 1.3.4 | 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