This is a personal Computer Vision project built using YOLOv11 and Python.
The goal is to detect the status of dustbins in public or home environments โ whether they are empty, overflowing, or if garbage is lying outside.
- Detects:
- โ Empty dustbins
- โ Overflowing dustbins
- ๐๏ธ Garbage outside the bin
- Trained using a custom dataset
- YOLOv11 used with hyperparameter tuning for better accuracy
- Real-time detection possible via webcam or mobile cam stream
- Python 3.x
- Ultralytics YOLOv11
- OpenCV
- Custom-labeled dataset
- Git & GitHub
check the documnet for yolo model and video for live detection