Update ReadMe

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| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | [gaitpart.yaml](config/gaitpart.yaml) | 64x44 | 22s | 1.20M |
| [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.1(95.6) | 92.5(92.0) | 80.4(77.2) | [gln_phase1.yaml](config/gln/gln_phase1.yaml), [gln_phase2.yaml](config/gln/gln_phase2.yaml) | 128x88 | 14s | 9.46M / 15.6214M |
| [GaitGL(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 97.5(97.4) | 95.1(94.5) | 83.5(83.6) | [gaitgl.yaml](config/gaitgl.yaml) | 64x44 | 31s | 3.10M |
The results in the parentheses are mentioned in the papers
**Note**:
- All the models were tested on [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) (Rank@1, excluding identical-view cases).
- The results in the parentheses are mentioned in the papers
- The shown result of GLN is implemented without compact block.
- Only 2 RTX6000 are used during the inference phase.
- The results on [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) will be released soon.
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# Get Started
## Installation
1. clone this repo.
```
git clone https://github.com/ShiqiYu/OpenGait.git
```
2. Install dependenices:
- pytorch >= 1.6
- torchvision
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- tensorboard
- opencv-python
- tqdm
Install dependenices by [Anaconda](https://conda.io/projects/conda/en/latest/user-guide/install/index.html):
```
conda install tqdm pyyaml tensorboard opencv
conda install pytorch==1.6.0 torchvision -c pytorch
```
Or, Install dependenices by pip:
```
pip install tqdm pyyaml tensorboard opencv-python
pip install torch==1.6.0 torchvision==0.7.0
```
## Prepare dataset
See [prepare dataset](doc/prepare_dataset.md).
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Suppose you have downloaded the original dataset, we need to preprocess the data and save it as pickle file. Remember to set your path to the root of processed dataset in [config/*.yaml](config/).
## Preprocess
**CASIA-B**
**CASIA-B**
Download URL: http://www.cbsr.ia.ac.cn/GaitDatasetB-silh.zip
- Original
```