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Simple Multi-Object Tracker based on a combination of object detection and visual tracking.

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Dual Tracker


A combination of object detection model with visual object tracking.
Trained to localize and track people, cars, bicycles, motorcycles, buses and trucks.
Inspired by UAVH

Detector

YOLOv3 with spatial pyramid pooling
trained on stanford dataset and VisDrone.
spp in Darknet:

model is taken from ultralytics

Tracker

used opencv trackers

More References

Spatial Pyramid Pooling paper https://ieeexplore.ieee.org/abstract/document/7005506
DCFCSR https://arxiv.org/pdf/1611.08461.pdf

weights can be found here

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Simple Multi-Object Tracker based on a combination of object detection and visual tracking.

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