This is a Python project that uses TensorFlow Lite to detect and recognize license plates from images or videos. nd Alexey Gruzdev.
Use your custom dataset to train your Custom Model. Check out the Custom_TFLite2_Object_Detction_Model Colab Notebook, detailed explanation is given on how to create custom dataset
The project requires the following dependencies to run:
- Python 3.6 or higher
- TensorFlow 2.8.0 or higher
- TensorFlow Lite
- OpenCV
- Numpy
- Matplotlib
You can install them using pip or conda.
To run the project, you need to clone or download the repository from GitHub. Then follow the following command :
cd custom_model_lite
python LicenseDetector.py
License Plate will be detected on a a Demo video and will be shown as an output in a window
Untitled.video.-.Made.with.Clipchamp.1.mp4
I hope this code meets your expectations. If you have any questions or feedback, please let me know. 😊