Roee-BY/ipcams_and_webcams_licence_plate_reader

Using yolov4 object detection and image processing with OpenCV, the project enables detecting and reading licence plates and storing a log plates detected. The detection is achieved by detecing all the vehicles in the photo using a yolov4 tiny model that was converted to tflite and for each of the detected vehicles using image processing the lince plate is detected and after enhancing the contrast between the letters and the background the letters the licence plate is being processed by tesseract-ocr and we get the licence plate number.

Jupyter NotebookMIT