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Python Full ANPR Project on Iranian License plate with OpenCV, ML and Deep Learning without OCR Lib
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FULL Iranian license plate ANPR, this is Demo python version for learning how real ANPR project works, very easy to read and understand(the code is super friendly) and its 30% Optimized, easily optimizable and region matchable(every country plates) for real projects(Recording application caused 10-15 fps Drop, the real FPS on core-i5 8th is 15-30).
No OCR or Plate Detection Library is used, all of them are worked with pure python.
all Libraries used:
Sklearn
TensorFlow
Opencv
1.Moving Object Detection(Background Extraction)
2.Localization(Plate Detection)
3.Segmentation(digit detection)
4.OCR
5.Object Tracking
Image procession, ml(Sklearn), deep learning(CNN) Used.
unfortunately I cant Share the source code for Free(Its for an Organization) but if you want to buy this demo code with full dataset or Final and Optimized C++/python Version or Contract for your Region Plate you can Contact me on my Email.
#opencv #opencvpython #anpr #imageprocessing #ml #machinelearning #deeplearning #convolutionalneuralnetwork #cnn #iranianplate #highwaycamera #platedetection #python #ocr
No OCR or Plate Detection Library is used, all of them are worked with pure python.
all Libraries used:
Sklearn
TensorFlow
Opencv
1.Moving Object Detection(Background Extraction)
2.Localization(Plate Detection)
3.Segmentation(digit detection)
4.OCR
5.Object Tracking
Image procession, ml(Sklearn), deep learning(CNN) Used.
unfortunately I cant Share the source code for Free(Its for an Organization) but if you want to buy this demo code with full dataset or Final and Optimized C++/python Version or Contract for your Region Plate you can Contact me on my Email.
#opencv #opencvpython #anpr #imageprocessing #ml #machinelearning #deeplearning #convolutionalneuralnetwork #cnn #iranianplate #highwaycamera #platedetection #python #ocr