Update ReadMe
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@@ -21,11 +21,11 @@ OpenGait is a flexible and extensible gait recognition project provided by the [
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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 |
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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 |
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| [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 |
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| [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 |
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| [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 |
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| [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 |
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The results in the parentheses are mentioned in the papers
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**Note**:
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**Note**:
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- All the models were tested on [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) (Rank@1, excluding identical-view cases).
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- All the models were tested on [CASIA-B](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) (Rank@1, excluding identical-view cases).
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- The results in the parentheses are mentioned in the papers
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- The shown result of GLN is implemented without compact block.
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- The shown result of GLN is implemented without compact block.
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- Only 2 RTX6000 are used during the inference phase.
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- Only 2 RTX6000 are used during the inference phase.
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- The results on [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) will be released soon.
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- The results on [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) will be released soon.
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@@ -35,6 +35,9 @@ It's inference process just cost about 90 secs(Baseline & 8 RTX6000).
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# Get Started
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# Get Started
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## Installation
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## Installation
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1. clone this repo.
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1. clone this repo.
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```
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git clone https://github.com/ShiqiYu/OpenGait.git
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```
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2. Install dependenices:
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2. Install dependenices:
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- pytorch >= 1.6
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- pytorch >= 1.6
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- torchvision
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- torchvision
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@@ -42,6 +45,17 @@ It's inference process just cost about 90 secs(Baseline & 8 RTX6000).
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- tensorboard
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- tensorboard
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- opencv-python
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- opencv-python
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- tqdm
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- tqdm
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Install dependenices by [Anaconda](https://conda.io/projects/conda/en/latest/user-guide/install/index.html):
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```
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conda install tqdm pyyaml tensorboard opencv
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conda install pytorch==1.6.0 torchvision -c pytorch
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```
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Or, Install dependenices by pip:
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```
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pip install tqdm pyyaml tensorboard opencv-python
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pip install torch==1.6.0 torchvision==0.7.0
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```
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## Prepare dataset
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## Prepare dataset
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See [prepare dataset](doc/prepare_dataset.md).
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See [prepare dataset](doc/prepare_dataset.md).
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@@ -4,6 +4,8 @@ Suppose you have downloaded the original dataset, we need to preprocess the data
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## Preprocess
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## Preprocess
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**CASIA-B**
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**CASIA-B**
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Download URL: http://www.cbsr.ia.ac.cn/GaitDatasetB-silh.zip
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- Original
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- Original
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```
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```
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CASIA-B
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CASIA-B
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