/license-plate-detection-recognition

benchmark of object detection algorithms for license plate detection

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

This repo contains license plate detection and text recognition with various object detection models. License plates are recognized and the characters are extracted with pytesseract OCR library

Models Benchmmarked

  • YOLOv8 Open In Colab
  • YOLOv7 Open In Colab
  • YOLOv5 Open In Colab
  • FRCNN (Inception_Resnetv2) Open In Colab
  • SSD (Retinanet50) Open In Colab
  • EfficientDetv1 (Resnet50) Open In Colab

Dataset

The dataset is hosted on Roboflow tri-us-car-license

Detection Result

OCR Result