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Check out the documentation for more information.
Custom Model Directory
Place your trained YOLO model files here.
License Plate Detection Model
Train a YOLOv8 model on license plate images (class 0 = plate bounding box).
After training, copy the .pt file here:
models/plate_detector.pt
Then set PLATE_MODEL_PATH=models/plate_detector.pt in your .env file.
The system will automatically use your custom model for plate detection. If the file is not found, it falls back to the built-in OpenCV Haar cascade.
Main Vehicle/Person Detection
The main detection model (yolov8n.pt or yolov8x.pt) lives in the project root.
Set DETECTION_MODEL_PATH=yolov8x.pt in .env to use the larger, more accurate model.
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