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- Collections:
- - Name: QDTrack
- Metadata:
- Training Data: MOT17, crowdhuman
- Training Techniques:
- - SGD
- Training Resources: 8x V100 GPUs
- Architecture:
- - ResNet
- Paper:
- URL: https://arxiv.org/pdf/2006.06664.pdf
- Title: Quasi-Dense Similarity Learning for Multiple Object Tracking
- README: configs/qdtrack/README.md
- Models:
- - Name: qdtrack_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval
- In Collection: QDTrack
- Config: configs/qdtrack/qdtrack_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py
- Metadata:
- Training Data: MOT17
- Training Memory (GB): 5.83
- Epochs: 4
- Results:
- - Task: Multi-object Tracking
- Dataset: MOT17
- Metrics:
- HOTA: 57.1
- MOTA: 68.1
- IDF1: 68.6
- Weights: https://download.openmmlab.com/mmtracking/mot/qdtrack/mot_dataset/qdtrack_faster-rcnn_r50_fpn_4e_mot17_20220315_145635-76f295ef.pth
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