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mikel-brostrom / boxmot Public

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Mike edited this page Jun 5, 2021 · 13 revisions

Welcome to the Yolov5_DeepSort_Pytorch wiki!

Tutorials

Yolov5 DeepSort Pytorch Evaluation

Toggle table of contents Pages 18

Home
conf thres vs MOT metrics
Effect of KF updates ahead for tracks with no associations, on MOT17
Effect of passing full image input vs 1280 re scaled to StrongSORT on MOT17
Evaluation of the params evolved for first half of MOT17 on the complete MOT17
How to evaluate on custom tracking dataset
Impact of Selective Mechanism for Feature Extraction
Masked detection crops vs regular detection crops for ReID feature extraction
MOT 16 evaluation
MOT 17 evaluation (private detector)
OSNet architecture performances on MOT16
refactor structure
ReID multi framework model export
Segmentation model vs object detetion model on MOT metrics
StrongSORT MOT16 results without appearance descriptor
StrongSORT vs BoTSORT vs OCSORT
Very basic yolo tracking architecture diagram
Yolov5DeepSORTwithOSNet vs Yolov5StrongSORTwithOSNet ablation study on MOT16

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