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License Plate Recognizer

Implement a Iranian license plate recognizer

I used and trained Deep Text Recognition Benchmark on Iranian License Plates on this dataset

DTRB Iranian License Plate Recognition

I Have a function in prepare_dataset.py to convert xml format to DTRB format

Training Information

Iteration Train loss Valid loss Best accuracy
9000 0.00050 0.69526 80.559

Inferences on testing images:

67922111 68b31699 28i21255 12u32211 63i56855
@ : ویلچر B : ب I : ی U : ص I : ی

This is my License plate recognizer weight if you want to test it.