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??YOLO?EasyOCR??????

????????OpenCV?AI???????????????????????

?????????????? Python ?? YOLO?You Only Look Once?? EasyOCR?Optical Character Recognition??????????????????????????????????

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?????????????? Python ??

pip install opencv-python ultralytics easyocr Pillow numpy

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1. ????

??????????????????? OpenCV ????????? YOLO ?????????? EasyOCR ?????????????

import cv2from ultralytics import YOLOimport easyocrfrom PIL import Image

2. ????

???????????????????????????????????

pip install opencv-python ultralytics easyocr Pillow numpy

3. ?????

????????????????????????????????????????????????????????????? PNG?JPEG ? BMP?

4. ????

?? YOLO ?????????????????? YOLO ?????????????????????????????????????????

5. ?????

?????????? EasyOCR ????????????EasyOCR ?????????????????????

6. ????

?????????????

import cv2from ultralytics import YOLOimport easyocrfrom PIL import Image# ???YOLO??yolo = YOLO()# ???EasyOCRreader = easyocr.Reader()# ??????image = cv2.imread("car_plate_image.jpg")# ??YOLO????detected = yolo(image, confidence=0.5)# ?????????????for i, car_plate in enumerate(detected):    if car_plate.confidence > 0.5:        # ???PIL????        img = Image.fromarray(car_plate.img)        # ????????        words = reader.read(img)        print(f"???????{words}")

?????????????????????????????? YOLO ???????? EasyOCR ?????????????????????????????

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