yangjun
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提交PaddleDetection develop 分支 d56cf3f7c294a7138013dac21f87da4ea6bee829
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| deepsort_pcb_pyramid_r101.yml | před 2 roky | |
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README.md
English | 简体中文
ReID of DeepSORT
Introduction
DeepSORT(Deep Cosine Metric Learning SORT) is composed of detector and ReID model in series. Several common ReID models are provided here for the configs of DeepSORT as a reference.
Model Zoo
Results on Market1501 pedestrian ReID dataset
| Backbone | Model | Params | FPS | mAP | Top1 | Top5 | download | config |
|---|---|---|---|---|---|---|---|---|
| ResNet-101 | PCB Pyramid Embedding | 289M | --- | 86.31 | 94.95 | 98.28 | download | config |
| PPLCNet-2.5x | PPLCNet Embedding | 36M | --- | 71.59 | 87.38 | 95.49 | download | config |
Results on VERI-Wild vehicle ReID dataset
| Backbone | Model | Params | FPS | mAP | Top1 | Top5 | download | config |
|---|---|---|---|---|---|---|---|---|
| PPLCNet-2.5x | PPLCNet Embedding | 93M | --- | 82.44 | 93.54 | 98.53 | download | config |
Notes:
- ReID models are provided by PaddleClas, the specific training process and code will be published by PaddleClas.
- For pedestrian tracking, please use the Market1501 pedestrian ReID model in combination with a pedestrian detector.
- For vehicle tracking, please use the VERI-Wild vehicle ReID model in combination with a vehicle detector.