Add code of GaitBase (#115)
* add resnet9 backbone and regular da ops * add gait3d config * fix invalid path CASIA-B* in windows * add gaitbase config for all datasets * rm unused OpenGait transform
This commit is contained in:
Junhao Liang
GitHub
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{
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"TRAIN_SET": [
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"001",
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"002",
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"003",
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"004",
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"005",
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"006",
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"071",
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"072",
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"073",
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"074"
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],
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"TEST_SET": [
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"075",
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"076",
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"077",
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"078",
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"079",
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"080",
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"113",
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"114",
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"115",
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]
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}
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@@ -1,21 +0,0 @@
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# CASIA-B\*
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## Introduction
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CASIA-B\* is a re-segmented version of CASIA-B processed by Liang et al. The extra import of CASIA-B* owes to the background subtraction algorithm that CASIA-B uses for generating the silhouette data tends to produce much noise and is outdated for real-world applications nowadays. We use the up-to-date pretreatment strategy to re-segment the raw videos, i.e., the deep pedestrian track and segmentation algorithms. As a result, CASIA-B\* consists of the cropped RGB images, binary silhouettes, the height-width ratio of the obtained bounding boxes and the aligned silhouettes. Please refer to [GaitEdge](../../configs/gaitedge/README.md) for more details. If you need this sub-set, please apply with the instruction mentioned in [http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp]. In the Email Subject, please mark the specific dataset you need, i.e., Dataset B*.
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## Data structure
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```
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casiab-128-end2end/
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001 (subject)
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bg-01 (type)
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000 (view)
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000-aligned-sils.pkl (aligned sils, nx64x44)
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000-ratios.pkl (aspect ratio of bounding boxes, n)
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000-rgbs.pkl (cropped RGB images, nx3x128x128)
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000-sils.pkl (binary silhouettes, nx128x128)
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......
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......
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......
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```
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## How to use
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By default, it loads all file directory information like other datasets before training starts. If you need to use some of these data separately, such as `aligned-sils`, then you can use the `data_in_use` parameter in `data_cfg` lexicographically, *i.e.* `data_in_use: [true, false, false, false]`.
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@@ -24,4 +24,26 @@ Download URL: http://www.cbsr.ia.ac.cn/GaitDatasetB-silh.zip
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......
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......
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......
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```
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```
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# CASIA-B\*
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## Introduction
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CASIA-B\* is a re-segmented version of CASIA-B processed by Liang et al. The extra import of CASIA-B* owes to the background subtraction algorithm that CASIA-B uses for generating the silhouette data tends to produce much noise and is outdated for real-world applications nowadays. We use the up-to-date pretreatment strategy to re-segment the raw videos, i.e., the deep pedestrian track and segmentation algorithms. As a result, CASIA-B\* consists of the cropped RGB images, binary silhouettes, the height-width ratio of the obtained bounding boxes and the aligned silhouettes. Please refer to [GaitEdge](../../configs/gaitedge/README.md) for more details. If you need this sub-set, please apply with the instruction mentioned in [http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp]. In the Email Subject, please mark the specific dataset you need, i.e., Dataset B*.
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## Data structure
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```
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casiab-128-end2end/
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001 (subject)
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bg-01 (type)
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000 (view)
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000-aligned-sils.pkl (aligned sils, nx64x44)
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000-ratios.pkl (aspect ratio of bounding boxes, n)
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000-rgbs.pkl (cropped RGB images, nx3x128x128)
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000-sils.pkl (binary silhouettes, nx128x128)
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......
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......
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......
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```
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## How to use
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By default, it loads all file directory information like other datasets before training starts. If you need to use some of these data separately, such as `aligned-sils`, then you can use the `data_in_use` parameter in `data_cfg` lexicographically, *i.e.* `data_in_use: [true, false, false, false]`.
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