micro_ocr.py

from transformers import TrOCRProcessor, VisionEncoderDecoderModel

def plate_rec(img):
    processor = TrOCRProcessor.from_pretrained('microsoft/trocr-base-printed')
    model = VisionEncoderDecoderModel.from_pretrained('mertbozkurt/trocr-base-printed_license_plates_ocr')
    
    
    pixel_values = processor(images=img, return_tensors="pt").pixel_values
    generated_ids = model.generate(pixel_values)
    
    #generated_ids = model.generate(pixel_values)
    generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
    return generated_text