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Title: GitHub - Westlake-AI/MogaNet: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Open Graph Title: GitHub - Westlake-AI/MogaNet: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

X Title: GitHub - Westlake-AI/MogaNet: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Description: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network - Westlake-AI/MogaNet

Open Graph Description: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network - Westlake-AI/MogaNet

X Description: [ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network - Westlake-AI/MogaNet

Opengraph URL: https://github.com/Westlake-AI/MogaNet

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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MogaNet: Multi-order Gated Aggregation Network (ICLR 2024)https://arxiv.org/abs/2211.03295
https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#moganet-multi-order-gated-aggregation-network-iclr-2024
Siyuan Lihttps://lupin1998.github.io/
Zedong Wanghttps://jacky1128.github.io
Zicheng Liuhttps://pone7.github.io/
Chen Tanhttps://chengtan9907.github.io/
Haitao Linhttps://bird-tao.github.io/
Di Wuhttps://scholar.google.com/citations?user=egz8bGQAAAAJ&hl=zh-CN
Zhiyuan Chenhttps://zyc.ai/
Jiangbin Zhenghttps://scholar.google.com/citations?user=egz8bGQAAAAJ&hl=zh-CN
Stan Z. Lihttps://scholar.google.com/citations?user=Y-nyLGIAAAAJ&hl=zh-CN
Westlake Universityhttps://westlake.edu.cn/
Zhejiang Universityhttps://www.zju.edu.cn/english/
https://arxiv.org/abs/2211.03295
https://github.com/Westlake-AI/MogaNet/blob/main/LICENSE
https://colab.research.google.com/github/Westlake-AI/MogaNet/blob/main/demo.ipynb
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loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-in1k-weights/moganet_large_sz224_8xbs64_ep300_summary.csv
argshttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-in1k-weights/moganet_xlarge_sz224_8xbs64_ep300_args.yaml
scripthttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/TRAINING.md
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-in1k-weights/moganet_xlarge_sz224_8xbs64_ep300.pth.tar
loghttps://github.com/Westlake-AI/openmixup/releases/download/moganet-in1k-weights/moga_xlarge_ema_sz224_8xb32_accu2_ep300.log.json
https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#4-analysis-tools
codehttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/get_flops.py
https://user-images.githubusercontent.com/44519745/212429257-f0b09d7a-7503-4945-9517-68ea36d10e00.png
codehttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/cam_image.py
back to tophttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#top
https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#5-downstream-tasks
MogaNet + Mask R-CNNhttps://github.com/Westlake-AI/MogaNet/tree/main/detection
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_xtiny_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_xtiny_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_xtiny_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_tiny_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_tiny_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_tiny_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_small_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_small_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_small_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_base_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_base_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_base_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_t_fpn_mstrain_480-800_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_large_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_large_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_t_fpn_mstrain_480-800_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_t_fpn_mstrain_480-800_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_t_fpn_mstrain_480-800_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_s_fpn_mstrain_480-800_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_s_fpn_mstrain_480-800_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_s_fpn_mstrain_480-800_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_b_fpn_mstrain_480-800_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_b_fpn_mstrain_480-800_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_b_fpn_mstrain_480-800_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/mask_rcnn_moganet_l_fpn_mstrain_480-800_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_l_fpn_mstrain_480-800_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/mask_rcnn_moganet_l_fpn_mstrain_480-800_3x_coco.pth
MogaNet + RetinaNethttps://github.com/Westlake-AI/MogaNet/tree/main/detection
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/retinanet_moganet_xtiny_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_xtiny_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_xtiny_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/retinanet_moganet_tiny_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_tiny_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_tiny_fpn_1x_coco.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/moganet/retinanet_moganet_small_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_small_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_small_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/retinanet_moganet_base_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_base_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_base_fpn_1x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/retinanet_moganet_large_fpn_1x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_large_fpn_1x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/retinanet_moganet_large_fpn_1x_coco.pth
MogaNet + Cascade Mask R-CNNhttps://github.com/Westlake-AI/MogaNet/tree/main/detection
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/cascade_mask_rcnn_moganet_s_fpn_ms_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_s_fpn_ms_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_s_fpn_ms_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/cascade_mask_rcnn_moganet_s_fpn_giou_4conv1f_ms_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_s_fpn_giou_4conv1f_ms_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_s_fpn_giou_4conv1f_ms_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/cascade_mask_rcnn_moganet_b_fpn_giou_4conv1f_ms_3x_coco.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_b_fpn_giou_4conv1f_ms_3x_coco.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-det-weights/cascade_mask_rcnn_moganet_b_fpn_giou_4conv1f_ms_3x_coco.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/detection/configs/moganet/cascade_mask_rcnn_moganet_l_fpn_giou_4conv1f_ms_3x_coco.py
MogaNet + Semantic FPNhttps://github.com/Westlake-AI/MogaNet/tree/main/segmentation
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/sem_fpn/moganet/fpn_moganet_xtiny_80k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_xtiny_80k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_xtiny_80k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/sem_fpn/moganet/fpn_moganet_tiny_80k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_tiny_80k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_tiny_80k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/sem_fpn/moganet/fpn_moganet_small_80k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_small_80k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_small_80k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/sem_fpn/moganet/fpn_moganet_base_80k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_base_80k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_base_80k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/sem_fpn/moganet/fpn_moganet_large_80k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_large_80k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/fpn_moganet_large_80k_ade20k.pth
MogaNet + UperNethttps://github.com/Westlake-AI/MogaNet/tree/main/segmentation
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/upernet/moganet/upernet_moganet_xtiny_512x512_160k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_xtiny_512x512_160k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_xtiny_512x512_160k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/upernet/moganet/upernet_moganet_tiny_512x512_160k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_tiny_512x512_160k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_tiny_512x512_160k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/upernet/moganet/upernet_moganet_small_512x512_160k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_small_512x512_160k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_small_512x512_160k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/upernet/moganet/upernet_moganet_base_512x512_160k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_base_512x512_160k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_base_512x512_160k_ade20k.pth
confighttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/configs/upernet/moganet/upernet_moganet_large_512x512_160k_ade20k.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_large_512x512_160k_ade20k.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-seg-weights/upernet_moganet_large_512x512_160k_ade20k.pth
MogaNet + Top-Downhttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_xt_coco_256x192.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_xt_coco_256x192.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_xt_coco_256x192.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_xt_coco_384x288.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_xt_coco_384x288.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_xt_coco_384x288.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_t_coco_256x192.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_t_coco_256x192.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_t_coco_256x192.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_t_coco_384x288.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_t_coco_384x288.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_t_coco_384x288.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_s_coco_256x192.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_s_coco_256x192.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_s_coco_256x192.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_s_coco_384x288.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_s_coco_384x288.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_s_coco_384x288.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_b_coco_256x192.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_b_coco_256x192.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_b_coco_256x192.pth
confighttps://github.com/Westlake-AI/MogaNet/tree/main/pose_estimation/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/moganet_b_coco_384x288.py
loghttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_b_coco_384x288.log.json
modelhttps://github.com/Westlake-AI/MogaNet/releases/download/moganet-pose-weights/moganet_b_coco_384x288.pth
modelhttps://github.com/chengtan9907/OpenSTL/releases/download/mmnist-weights/mmnist_simvp_s_incepu_one_ep200.pth
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https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#license
Apache 2.0 licensehttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/blob/main/LICENSE
https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#acknowledgement
pytorch-image-models (timm)https://github.com/rwightman/pytorch-image-models
PoolFormerhttps://github.com/sail-sg/poolformer
ConvNeXthttps://github.com/facebookresearch/ConvNeXt
OpenMixuphttps://github.com/Westlake-AI/openmixup
MMDetectionhttps://github.com/open-mmlab/mmdetection
MMSegmentationhttps://github.com/open-mmlab/mmsegmentation
MMPosehttps://github.com/open-mmlab/mmpose
MMHuman3Dhttps://github.com/open-mmlab/mmhuman3d
OpenSTLhttps://github.com/chengtan9907/OpenSTL
https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#citation
back to tophttps://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#top
arxiv.org/abs/2211.03295https://arxiv.org/abs/2211.03295
machine-learning https://patch-diff.githubusercontent.com/topics/machine-learning
backbone https://patch-diff.githubusercontent.com/topics/backbone
convnet https://patch-diff.githubusercontent.com/topics/convnet
cnn https://patch-diff.githubusercontent.com/topics/cnn
pytorch https://patch-diff.githubusercontent.com/topics/pytorch
imagenet https://patch-diff.githubusercontent.com/topics/imagenet
image-classification https://patch-diff.githubusercontent.com/topics/image-classification
coco https://patch-diff.githubusercontent.com/topics/coco
segmentation https://patch-diff.githubusercontent.com/topics/segmentation
object-detection https://patch-diff.githubusercontent.com/topics/object-detection
mamba https://patch-diff.githubusercontent.com/topics/mamba
pose-estimation https://patch-diff.githubusercontent.com/topics/pose-estimation
instance-segmentation https://patch-diff.githubusercontent.com/topics/instance-segmentation
ade20k https://patch-diff.githubusercontent.com/topics/ade20k
3d-pose-estimation https://patch-diff.githubusercontent.com/topics/3d-pose-estimation
video-prediction https://patch-diff.githubusercontent.com/topics/video-prediction
vision-transformer https://patch-diff.githubusercontent.com/topics/vision-transformer
Readme https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet#readme-ov-file
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MogaNet-Pose-Estimation-Weights Latest Feb 13, 2023 https://patch-diff.githubusercontent.com/Westlake-AI/MogaNet/releases/tag/moganet-pose-weights
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