BoT-SORT

Load the video feed from the camera.

Detect pedestrians using YOLOX or YOLOv7.

Initialize tracks for each detected pedestrian.

Update the tracks using BoT-SORT with camera motion compensation and ReID.

Output the tracking results with unique IDs for each pedestrian.

Load the video feed from the drone.

Detect vehicles using a trained YOLOv7 model.

Compensate for the drone's motion using camera motion compensation.

Track the vehicles using BoT-SORT with ReID.

Output the tracking results with unique IDs for each vehicle.

Set up cameras throughout the retail environment.

Use BoT-SORT to track individuals.

Analyze tracking data to understand customer movement patterns.

Optimize store layout and staffing based on the analysis.

Implement BoT-SORT with existing surveillance cameras.

Detect and track individuals.

Set up alert triggers for specific behaviors or areas.

Notify security personnel of potential threats.

Capture video of the sports event.

Use BoT-SORT to track athletes.

Generate data on speed, distance, and position.

Analyze data to improve athlete performance and strategy.