From e032727bf2d6e3c389eb73de26176485e99ee332 Mon Sep 17 00:00:00 2001 From: darkliang <11710911@mail.sustech.edu.cn> Date: Tue, 11 Apr 2023 15:39:54 +0800 Subject: [PATCH] update model zoo --- README.md | 3 ++- docs/1.model_zoo.md | 16 ++++++++-------- 2 files changed, 10 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 91e1f16..649730f 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,8 @@ OpenGait is a flexible and extensible gait recognition project provided by the [Shiqi Yu Group](https://faculty.sustech.edu.cn/yusq/) and supported in part by [WATRIX.AI](http://www.watrix.ai). ## What's New -- **[Feb 2023]** [HID 2023 competition](https://hid2023.iapr-tc4.org/) is open, welcome to participate. Additionally, tutorial for the competition has been updated in [datasets/HID/](./datasets/HID). +- **[Apr 2023]** [CASIA-E](datasets/CASIA-E/README.md) is supported by OpenGait. +- [Feb 2023] [HID 2023 competition](https://hid2023.iapr-tc4.org/) is open, welcome to participate. Additionally, tutorial for the competition has been updated in [datasets/HID/](./datasets/HID). - [Dec 2022] Dataset [Gait3D](https://github.com/Gait3D/Gait3D-Benchmark) is supported in [datasets/Gait3D](./datasets/Gait3D). - [Mar 2022] Dataset [GREW](https://www.grew-benchmark.org) is supported in [datasets/GREW](./datasets/GREW). diff --git a/docs/1.model_zoo.md b/docs/1.model_zoo.md index 740d3cf..aad96bd 100644 --- a/docs/1.model_zoo.md +++ b/docs/1.model_zoo.md @@ -9,7 +9,7 @@ | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 96.1(96.2) | 90.7(91.5) | 78.7(78.7) | 84.8 | 81.1 | 75.5 | [gaitpart.yaml](../configs/gaitpart/gaitpart.yaml) | 64x44 | | [GLN*(ECCV2020)](http://home.ustc.edu.cn/~saihui/papers/eccv2020_gln.pdf) | 96.4(95.6) | 93.1(92.0) | 81.0(77.2) | 89.3 | 87.0 | 82.6 | [gln_phase1.yaml](../configs/gln/gln_phase1.yaml), [gln_phase2.yaml](../configs/gln/gln_phase2.yaml) | 128x88 | | [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) | 97.4(97.4) | 94.5(94.5) | 83.8(83.6) | 86.2 | 84.4 | 79.8 | [gaitgl.yaml](../configs/gaitgl/gaitgl.yaml) | 64x44 | -| [GaitBase](https://arxiv.org/abs/2211.06597) | 97.6 | 94.0 | 77.4 | - | - | - | - | 64x44 | +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 97.6 | 94.0 | 77.4 | - | - | - | [gaitbase_da_casiab.yaml](../configs/gaitbase/gaitbase_da_casiab.yaml) | 64x44 | ## [CASIA-B*](http://www.cbsr.ia.ac.cn/english/Gait%20Databases.asp) @@ -19,7 +19,7 @@ | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 93.1 | 86.0 | 75.1 | Silhouette | [gaitpart.yaml](../configs/gaitpart/gaitpart.yaml) | | [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) | 94.2 | 90.0 | 81.4 | Silhouette | [gaitgl.yaml](../configs/gaitgl/gaitgl.yaml) | | [GaitEdge(ECCV2022)](https://arxiv.org/abs/2203.03972) | 97.9 | 96.1 | 86.4 | RGB, Silhouette | [phase2_gaitedge.yaml](../configs/gaitedge/phase2_gaitedge.yaml) | -| [GaitBase](https://arxiv.org/abs/2211.06597) | 96.5 | 91.5 | 78.0 | Silhouette | - | +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 96.5 | 91.5 | 78.0 | Silhouette | - | ## [OUMVLP](http://www.am.sanken.osaka-u.ac.jp/BiometricDB/GaitMVLP.html) | Model | `Rank@1` | `mAP` | Configuration | Input Size | Inference Time | Model Size | @@ -28,7 +28,7 @@ | [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 87.2(87.1) | 92.2 | [gaitset.yaml](../configs/gaitset/gaitset_OUMVLP.yaml) | 64x44 | 1m26s | 6.31M | | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 88.6(88.7) | 93.3 | [gaitpart.yaml](../configs/gaitpart/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) | 93.3 | [gaitgl.yaml](../configs/gaitgl/gaitgl_OUMVLP.yaml) | 64x44 | 5m23s | 95.62M | -| [GaitBase](https://arxiv.org/abs/2211.06597) | 90.8 | - | - | 64x44 | - | - | - | +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 90.8 | - | [gaitbase_oumvlp.yaml](../configs/gaitbase/gaitbase_oumvlp.yaml) | 64x44 | - | - | - | | [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf) | 92.0 | - | - | 64x44 | - | - | ## [GREW](https://www.grew-benchmark.org) @@ -39,7 +39,7 @@ | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 47.6 | [gaitpart.yaml](../configs/gaitpart/gaitpart_GREW.yaml) | 64x44 | - | - | | [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) | 41.5 | [gaitgl.yaml](../configs/gaitgl/gaitgl_GREW.yaml) | 64x44 | - | - | | [GaitGL(BNNeck)(ICCV2021)](https://openaccess.thecvf.com/content/ICCV2021/papers/Lin_Gait_Recognition_via_Effective_Global-Local_Feature_Representation_and_Local_Temporal_ICCV_2021_paper.pdf) | 51.7 | [gaitgl.yaml](../configs/gaitgl/gaitgl_GREW_BNNeck.yaml) | 64x44 | - | - | -| [GaitBase](https://arxiv.org/abs/2211.06597) | 60.1 | - | 64x44 | - | - | +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 60.1 | [gaitbase_da_grew.yaml](../configs/gaitbase/gaitbase_da_grew.yaml) | 64x44 | - | - | | [DeepGaitV2-3D](https://arxiv.org/pdf/2303.03301.pdf) | 79.4 | - | 64x44 | - | - | | [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf) | 79.3 | - | 64x44 | - | - | @@ -52,7 +52,7 @@ | [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 28.2 | - | 64x44 | Silhouette | | [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) | 29.7 | - | 64x44 | Silhouette | | [SMPLGait(CVPR 2022)](https://gait3d.github.io/) | 48.3(46.3) | [smplgait.yaml](../configs/smplgait/smplgait.yaml) | 64x44 | Silhouette + SMPL| -| [GaitBase](https://arxiv.org/abs/2211.06597) | 65.6 | - | 64x44 | Silhouette | +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 64.6 | [gaitbase_da_gait3d.yaml](../configs/gaitbase/gaitbase_da_gait3d.yaml) | 64x44 | Silhouette | | [DeepGaitV2-P3D](https://arxiv.org/pdf/2303.03301.pdf) | 74.4 | - | 64x44 | - | - | | [SwinGait(Transformer-based)](https://arxiv.org/pdf/2303.03301.pdf) | 75.0 | - | 64x44 | - | - | @@ -60,9 +60,9 @@ | Model | `Rank@1.NM` | `Rank@1.BG` | `Rank@1.CL` | Input size| Configuration | | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------: | :---------:| :----: | :-------------: | :--------------------------------------------------------------: | -| GaitSet | 82.54 | 75.26 | 62.53 | 64x44 | configs/gaitset/gaitset_casiae.yaml -| GaitPart | 82.92 | 74.36 | 60.48 | 64x44 | configs/gaitpart/gaitpart_casiae.yaml -| GaitBase | 91.59 | 86.65 | 74.73 | 64x44 | configs/gaitbase/gaitbase_casiae.yaml +| [GaitSet(AAAI2019)](https://arxiv.org/pdf/1811.06186.pdf) | 82.54 | 75.26 | 62.53 | 64x44 | [gaitset_casiae.yaml](../configs/gaitset/gaitset_casiae.yaml) +| [GaitPart(CVPR2020)](http://home.ustc.edu.cn/~saihui/papers/cvpr2020_gaitpart.pdf) | 82.92 | 74.36 | 60.48 | 64x44 | [gaitpart_casiae.yaml](../configs/gaitpart/gaitpart_casiae.yaml) +| [GaitBase(CVPR2023)](https://arxiv.org/abs/2211.06597) | 91.59 | 86.65 | 74.73 | 64x44 | [gaitbase_casiae.yaml](../configs/gaitbase/gaitbase_casiae.yaml) ------------------------------------------