车牌号码识别系统python
时间: 2023-09-11 11:03:55 浏览: 232
基于Python的车牌识别系统
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您好!对于车牌号码识别系统,您可以使用Python进行开发。以下是一个简单的示例代码,使用了OpenCV库和EasyOCR库来实现车牌号码的识别:
```python
import cv2
import easyocr
def recognize_license_plate(image_path):
# 读取图像
image = cv2.imread(image_path)
# 转换为灰度图像
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
# 对图像进行二值化处理
_, threshold = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY_INV + cv2.THRESH_OTSU)
# 查找图像中的轮廓
contours, _ = cv2.findContours(threshold, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
# 创建EasyOCR对象
reader = easyocr.Reader(['en'])
# 遍历轮廓并识别车牌号码
for contour in contours:
x, y, w, h = cv2.boundingRect(contour)
if w > 100 and h > 20:
plate_image = image[y:y + h, x:x + w]
result = reader.readtext(plate_image)
for detection in result:
text = detection
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