This application utilizes the YOLO (You Only Look Once) object detection model to process video feeds in real time. It can be used to detect various objects and query a database for further actions based on the detected items.
- Real-time object detection using YOLO.
- Configurable model parameters including video source and confidence threshold.
- Database querying to check for detected items against a local list.
- User-friendly output displaying detected items and bounding boxes.
- Python 3.6+
- Dependencies:
opencv-pythonnumpyultralytics(for YOLO)- Any custom module you use for database interaction (e.g.,
db.main)
You can install the required packages with:
pip install opencv-python numpy ultralytics