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- Collections:
- - Name: StrongSORT++
- Metadata:
- Training Techniques:
- - SGD with Momentum
- Training Resources: 8x V100 GPUs
- Architecture:
- - ResNet
- - YOLOX
- Paper:
- URL: https://arxiv.org/abs/2202.13514
- Title: "StrongSORT: Make DeepSORT Great Again"
- README: configs/strongsort/README.md
- Models:
- - Name: strongsort_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval
- In Collection: StrongSORT++
- Config: configs/strongsort/strongsort_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py
- Metadata:
- Training Data: CrowdHuman + MOT17-half-train
- Results:
- - Task: Multiple Object Tracking
- Dataset: MOT17-half-val
- Metrics:
- MOTA: 78.3
- IDF1: 83.2
- HOTA: 70.9
- Weights:
- - https://download.openmmlab.com/mmtracking/mot/strongsort/mot_dataset/yolox_x_crowdhuman_mot17-private-half_20220812_192036-b6c9ce9a.pth
- - https://download.openmmlab.com/mmtracking/mot/reid/reid_r50_6e_mot17-4bf6b63d.pth
- - https://download.openmmlab.com/mmtracking/mot/strongsort/mot_dataset/aflink_motchallenge_20220812_190310-a7578ad3.pth
- - Name: strongsort_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test
- In Collection: StrongSORT++
- Config: configs/strongsort/strongsort_yolox_x_8xb4-80e_crowdhuman-mot20train_test-mot20test.py
- Metadata:
- Training Data: CrowdHuman + MOT20-train
- Results:
- - Task: Multiple Object Tracking
- Dataset: MOT20-test
- Metrics:
- MOTA: 75.5
- IDF1: 77.3
- HOTA: 62.9
- Weights:
- - https://download.openmmlab.com/mmtracking/mot/strongsort/mot_dataset/yolox_x_crowdhuman_mot20-private_20220812_192123-77c014de.pth
- - https://download.openmmlab.com/mmtracking/mot/reid/reid_r50_6e_mot20_20210803_212426-c83b1c01.pth
- - https://download.openmmlab.com/mmtracking/mot/strongsort/mot_dataset/aflink_motchallenge_20220812_190310-a7578ad3.pth
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