BoxMOT

Capture video stream from security cameras.

Use object detection model (e.g., YOLOv8) to detect people.

Apply BoxMOT with a tracker like DeepOCSORT to track individuals.

Analyze trajectories to identify unusual movement patterns.

Alert security personnel of potential threats.

Capture video stream from vehicle cameras.

Use object detection model to detect vehicles and pedestrians.

Apply BoxMOT with a tracker like BoTSORT to track movement.

Predict future trajectories of detected objects.

Adjust vehicle speed and direction to avoid collisions.

Capture video feed of the game.

Use object detection to detect players and the ball.

Apply BoxMOT with a tracker like ByteTrack to track players and the ball.

Generate statistics such as player movement, ball possession, and pass completion rates.

Provide insights to coaches and players for performance improvement.

Capture video stream from in-store cameras.

Use object detection to detect customers.

Apply BoxMOT with a tracker like StrongSORT to track customer paths.

Analyze heatmaps to identify popular areas in the store.

Optimize store layout and product placement based on customer traffic patterns.

Capture video stream from highway cameras.

Use object detection to detect vehicles.

Apply BoxMOT with a tracker like OCSort to track vehicles.

Calculate traffic density, speed, and travel times.

Provide real-time traffic updates to drivers.