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Support Dataset: GREW

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Noah
2022-03-21 19:17:38 +08:00
parent b6baf62c2e
commit 84f58f60aa
2 changed files with 7 additions and 2 deletions
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README.md
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@@ -8,6 +8,7 @@ OpenGait is a flexible and extensible gait recognition project provided by the [
## What's New ## What's New
- [Mar 2022] Dataset GREW is supported.
- [Mar 2022] [HID](http://hid2022.iapr-tc4.org/) support is ready in [misc/HID](./misc/HID). - [Mar 2022] [HID](http://hid2022.iapr-tc4.org/) support is ready in [misc/HID](./misc/HID).
## Highlighted features ## Highlighted features
@@ -35,8 +36,12 @@ OpenGait is a flexible and extensible gait recognition project provided by the [
| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | [gaitpart.yaml](config/gaitpart_OUMVLP.yaml) | 64x44 | 8m04s | 3.78M | | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | [gaitpart.yaml](config/gaitpart_OUMVLP.yaml) | 64x44 | 8m04s | 3.78M |
| [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) | 89.9(89.7) | [gaitgl.yaml](config/gaitgl_OUMVLP.yaml) | 64x44 | 5m23s | 95.62M | | [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) | 89.9(89.7) | [gaitgl.yaml](config/gaitgl_OUMVLP.yaml) | 64x44 | 5m23s | 95.62M |
### GREW
| Model | Rank@1 | Configuration | Input Size | Inference Time | Model Size |
| :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------: | :------------------------------------------: | :--------: | :------------- | :--------: |
| Baseline | 43.3 | [baseline.yaml](config/baseline_GREW.yaml) | 64x44 | 2m23s | 84.12M |
The results in the parentheses are mentioned in the papers The results in the parentheses are mentioned in the papers, other results on GREW is comming soon.
**Note**: **Note**:
- All results are Rank@1, excluding identical-view cases. - All results are Rank@1, excluding identical-view cases.
config/baseline_GREW.yaml
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@@ -9,7 +9,7 @@ data_cfg:
evaluator_cfg: evaluator_cfg:
enable_float16: true enable_float16: true
restore_ckpt_strict: true restore_ckpt_strict: true
restore_hint: 60000 restore_hint: 120000
save_name: Baseline save_name: Baseline
eval_func: identification_GREW_submission # identification_real_scene eval_func: identification_GREW_submission # identification_real_scene
sampler: sampler: