Automatic-Number-Plate-Recognition-Using-K-NN-Algorithm-on-Raspberry-Pi-4
Automatic number plate recognition for indonesian plate (white on black)
Method:
Vehicle detection using the Viola-Jones Algorithm, determining the location of the number plate using the contour of the license plate and number plate recognition using the K-NN algorithm.
Prerequest
- python==3.6
- opencv-python==4.1.1.26
- numpy==1.17.3
or install using
pip install -r requirements.txt
How to run (Linux):
- Image
`python DETECT2.py - Video
`python detectvd.py
Retrain
Retrain process will update classifications.txt and flattened_images.txt files
python GenData.py -d = <train_image>
example :
python GenData.py -d = train_image/train2.png
note: Just input base on marked object one by one and press esc to exit the training process
Check the model
python TrainAndTestData.py -d = train_image/train2.png
Result
