[Docs]: update docs and argument descriptions (#196)

* bump version to v0.4.0

* update docs and argument descriptions

* revert version change

Author: RunningLeon

docs/en/supported_models.md

@@ -40,6 +40,9 @@ The table below lists the models that are guaranteed to be exportable to other b
 | DBNet                     | MMOCR            |      Y      |    Y     |  Y   |   Y   |    Y     |         [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textdet/dbnet)          |
 | CRNN                      | MMOCR            |      Y      |    Y     |  Y   |   Y   |    N     |         [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/crnn)         |
 | SAR                       | MMOCR            |      Y      |    N     |  N   |   N   |    N     |         [config](https://github.com/open-mmlab/mmocr/tree/main/configs/textrecog/sar)          |
+| HRNet                     | MMPose           |      Y      |    Y     |  Y   |   N   |    Y     |    [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#hrnet-cvpr-2019)     |
+| MSPN                      | MMPose           |      Y      |    Y     |  Y   |   N   |    Y     |    [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#mspn-arxiv-2019)     |
+| LiteHRNet                 | MMPose           |      Y      |    Y     |  N   |   N   |    Y     |  [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#litehrnet-cvpr-2021)   |
 
 ### Note
 

docs/en/tutorials/how_to_convert_model.md

@@ -54,7 +54,7 @@ python ./tools/deploy.py \
 - `img` : The path of image file that used to convert model.
 - `--test-img` : The path of image file that used to test model. If not specified, it will be set to `None`.
 - `--work-dir` : The path of work directory that used to save logs and models.
-- `--calib-dataset-cfg` : Config used for calibration. If not specified, it will be set to `None`.
+- `--calib-dataset-cfg` : Only valid in int8 mode. Config used for calibration. If not specified, it will be set to `None` and  use "val" dataset in model config for calibration.
 - `--device` : The device used for conversion. If not specified, it will be set to `cpu`.
 - `--log-level` : To set log level which in `'CRITICAL', 'FATAL', 'ERROR', 'WARN', 'WARNING', 'INFO', 'DEBUG', 'NOTSET'`. If not specified, it will be set to `INFO`.
 - `--show` : Whether to show detection outputs.

docs/zh_cn/tutorials/how_to_convert_model.md

@@ -55,7 +55,7 @@ python ./tools/deploy.py \
 - `img` : 用于模型转换时使用的图像文件路径。
 - `--test-img` : 用于测试模型的图像文件路径。默认设置成`None`。
 - `--work-dir` : 工作目录，用来保存日志和模型文件。
-- `--calib-dataset-cfg` : 用于校准的配置文件。默认是`None`。
+- `--calib-dataset-cfg` : 此参数只有int8模式下生效，用于校准数据集配置文件。若在int8模式下未传入参数，则会自动使用模型配置文件中的'val'数据集进行校准。
 - `--device` : 用于模型转换的设备。 默认是`cpu`。
 - `--log-level` : 设置日记的等级，选项包括`'CRITICAL'， 'FATAL'， 'ERROR'， 'WARN'， 'WARNING'， 'INFO'， 'DEBUG'， 'NOTSET'`。 默认是`INFO`。
 - `--show` : 是否显示检测的结果。

tools/deploy.py

@@ -29,7 +29,8 @@ def parse_args():
     parser.add_argument('--work-dir', help='the dir to save logs and models')
     parser.add_argument(
         '--calib-dataset-cfg',
-        help='dataset config path used to calibrate.',
+        help='dataset config path used to calibrate in int8 mode. If not \
+            specified,it will use "val" dataset in model config instead.',
         default=None)
     parser.add_argument(
         '--device', help='device used for conversion', default='cpu')