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BigGait_v2

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Bugjudger
2024-05-11 09:42:17 +08:00
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README.md
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@@ -30,7 +30,7 @@ Our team's latest checkpoints for projects such as DeepGaitv2, SkeletonGait, Ske
- [Mar 2022] Dataset [GREW](https://www.grew-benchmark.org) is supported in [datasets/GREW](./datasets/GREW). --> - [Mar 2022] Dataset [GREW](https://www.grew-benchmark.org) is supported in [datasets/GREW](./datasets/GREW). -->
## Our Publications ## Our Publications
- [**CVPR'24**] BigGait: Learning Gait Representation You Want by Large Vision Models. [*Paper*](https://arxiv.org/pdf/2402.19122.pdf), and *Code* (coming soon). - [**CVPR'24**] BigGait: Learning Gait Representation You Want by Large Vision Models. [*Paper*](https://arxiv.org/pdf/2402.19122.pdf), and [*Code*](opengait/modeling/models/BigGait.py).
- [**AAAI'24**] SkeletonGait++: Gait Recognition Using Skeleton Maps. [*Paper*](https://arxiv.org/pdf/2311.13444.pdf), and [*Code*](opengait/modeling/models/skeletongait%2B%2B.py). - [**AAAI'24**] SkeletonGait++: Gait Recognition Using Skeleton Maps. [*Paper*](https://arxiv.org/pdf/2311.13444.pdf), and [*Code*](opengait/modeling/models/skeletongait%2B%2B.py).
- [**AAAI'24**] Cross-Covariate Gait Recognition: A Benchmark. [*Paper*](https://arxiv.org/pdf/2312.14404.pdf), [*Dataset*](https://github.com/ShinanZou/CCGR), and [*Code*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py). - [**AAAI'24**] Cross-Covariate Gait Recognition: A Benchmark. [*Paper*](https://arxiv.org/pdf/2312.14404.pdf), [*Dataset*](https://github.com/ShinanZou/CCGR), and [*Code*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py).
- [**Arxiv'23**] Exploring Deep Models for Practical Gait Recognition. [*Paper*](https://arxiv.org/pdf/2303.03301.pdf), [*DeepGaitV2*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py), and [*SwinGait*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/swingait.py). - [**Arxiv'23**] Exploring Deep Models for Practical Gait Recognition. [*Paper*](https://arxiv.org/pdf/2303.03301.pdf), [*DeepGaitV2*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/deepgaitv2.py), and [*SwinGait*](https://github.com/ShiqiYu/OpenGait/blob/master/opengait/modeling/models/swingait.py).
configs/biggait/BigGait_CCPG.yaml
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@@ -37,7 +37,7 @@ loss_cfg:
model_cfg: model_cfg:
model: BigGait__Dinov2_Gaitbase model: BigGait__Dinov2_Gaitbase
pretrained_dinov2: pretrained_LVMs/dinov2_vits14_pretrain.pth # pretrain DINOv2 pretrained_dinov2: pretrained_LVMs/dinov2_vits14_pretrain.pth # DINOv2 Download Link: https://dl.fbaipublicfiles.com/dinov2/dinov2_vits14/dinov2_vits14_pretrain.pth
pretrained_mask_branch: None pretrained_mask_branch: None
# pretrained_mask_branch: pretrained_LVMs/MaskBranch_vits14.pt # load pretrain Mask_Branch # pretrained_mask_branch: pretrained_LVMs/MaskBranch_vits14.pt # load pretrain Mask_Branch
image_size: 224 # 448x224 image_size: 224 # 448x224