Collections: - Name: SimpleBaseline2D Paper: Title: Simple baselines for human pose estimation and tracking URL: http://openaccess.thecvf.com/content_ECCV_2018/html/Bin_Xiao_Simple_Baselines_for_ECCV_2018_paper.html README: https://github.com/open-mmlab/mmpose/blob/main/docs/src/papers/algorithms/simplebaseline2d.md Models: - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-256x192.py In Collection: SimpleBaseline2D Metadata: Architecture: &id001 - SimpleBaseline2D - ResNet Training Data: COCO Name: td-hm_res50_8xb64-210e_coco-256x192 Results: - Dataset: COCO Metrics: AP: 0.718 AP@0.5: 0.898 AP@0.75: 0.796 AR: 0.774 AR@0.5: 0.934 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-256x192-04af38ce_20220923.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-384x288.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res50_8xb64-210e_coco-384x288 Results: - Dataset: COCO Metrics: AP: 0.731 AP@0.5: 0.9 AP@0.75: 0.799 AR: 0.782 AR@0.5: 0.937 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_8xb64-210e_coco-384x288-7b8db90e_20220923.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res101_8xb64-210e_coco-256x192 Results: - Dataset: COCO Metrics: AP: 0.728 AP@0.5: 0.904 AP@0.75: 0.809 AR: 0.783 AR@0.5: 0.942 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb32-210e_coco-384x288.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res101_8xb32-210e_coco-384x288 Results: - Dataset: COCO Metrics: AP: 0.749 AP@0.5: 0.906 AP@0.75: 0.817 AR: 0.799 AR@0.5: 0.941 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res101_8xb64-210e_coco-256x192-065d3625_20220926.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-256x192.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res152_8xb32-210e_coco-256x192 Results: - Dataset: COCO Metrics: AP: 0.736 AP@0.5: 0.904 AP@0.75: 0.818 AR: 0.791 AR@0.5: 0.942 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-256x192-0345f330_20220928.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res152_8xb32-210e_coco-384x288 Results: - Dataset: COCO Metrics: AP: 0.75 AP@0.5: 0.908 AP@0.75: 0.821 AR: 0.8 AR@0.5: 0.942 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res152_8xb32-210e_coco-384x288-7fbb906f_20220927.pth - Config: configs/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_fp16-8xb64-210e_coco-256x192.py In Collection: SimpleBaseline2D Metadata: Architecture: *id001 Training Data: COCO Name: td-hm_res50_fp16-8xb64-210e_coco-256x192 Results: - Dataset: COCO Metrics: AP: 0.716 AP@0.5: 0.898 AP@0.75: 0.798 AR: 0.772 AR@0.5: 0.937 Task: Body 2D Keypoint Weights: https://download.openmmlab.com/mmpose/v1/body_2d_keypoint/topdown_heatmap/coco/td-hm_res50_fp16-8xb64-210e_coco-256x192-463da051_20220927.pth