Final Year Project codes

A Machine Vision (MV) pipeline that automates feeding of fishes by detecting, tracking and scheduling feeding interval.

It uses:

1. MotionEye to stream footages from camera connected to Raspberry Pi

• MotionEye github page: https://github.com/motioneye-project/motioneye/tree/dev

2. Use SSH to toggle feeding
3. YOLOv8 to detect fishes,
4. Bot-SORT to track them,

• YOLOv8 & Bot-SORT native tracking reference: https://github.com/SkalskiP/yolov8-native-tracking

5. extract feeding velocity from the tracked results before
6. using it scheduling the next feeding interval.

Requirements:

• python = 3.9.16
• ultralytics = 8.0.51
• supervision = 0.3.0

To use:

1. create virtual environment (optional)
2. download required dependencies
3. run main.py
4. run e4_csv_to_graph.py to plot graph of result from main.py