tungbui198/tracking-pipeline

Tracking_Pipeline

• Tracking_Pipeline helps you to solve the tracking problem more easily

• I integrate detection algorithms like: Yolov5, Yolov4, YoloX, NanoDet

• And tracking algorithms like : Sort, Deepsort, Motpy, ByteTrack, Norfair

PipeLine

How to use sample

Yolov5

• download : https://drive.google.com/file/d/1Z3miSUwmKMxbMzucjCrUVvdKpcqiq5_P/view?usp=sharing
• put at : Tracking_Pipeline/Detection/yolov5/weights

Yolov4

• download : https://drive.google.com/file/d/1SgNJYjpc568K0RZPgs7a1RAydbe6kcRQ/view?usp=sharing
• put at : Tracking_Pipeline/Detection/yolov4/weights

YoloX

• download : https://drive.google.com/file/d/1R9SVlocFeInt2Z7fNujYl0CqdqVMX5_c/view?usp=sharing
• put at : Tracking_Pipeline/Detection/yolox/weights

NanoDet

• download : https://drive.google.com/file/d/1fupJv-pziAgg0v9dliP2MFqVDdukVqRP/view?usp=sharing
• put at : Tracking_Pipeline/Detection/nanodet/weights

Deepsort :

• download : https://drive.google.com/file/d/1onB8c0BOO4xhRD1k2erXGz6P-UU-r4Iy/view?usp=sharing
• put at : Tracking_Pipeline/Tracking/deep_sort/deep/checkpoint

Modify algorithm in Tracking_Pipeline/tracking_config.yaml

References

• https://github.com/Megvii-BaseDetection/YOLOX

• https://github.com/ultralytics/yolov5

• https://github.com/Tianxiaomo/pytorch-YOLOv4

• https://github.com/RangiLyu/nanodet

• https://github.com/mikel-brostrom/Yolov5_DeepSort_Pytorch

• https://github.com/abewley/sort

• https://github.com/ifzhang/ByteTrack

• https://github.com/tryolabs/norfair

• https://github.com/wmuron/motpy