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yingjian.py
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383 lines (337 loc) · 10.7 KB
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import cv2
import numpy as np
import serial
import time
import pytesseract
# 初始化串口通信
try:
ser = serial.Serial('COM3', 115200, timeout=1)
except serial.SerialException as e:
print(f"Error opening serial port: {e}")
exit(1)
# 创建一个黑色的500x500图像,并在中心绘制数字9
default_image = np.zeros((500, 500, 3), dtype=np.uint8)
font = cv2.FONT_HERSHEY_SIMPLEX
cv2.putText(default_image, '9', (200, 300), font, 10, (255, 255, 255), 20, cv2.LINE_AA)
cv2.imwrite('default.jpg', default_image)
# 默认图像路径
DEFAULT_IMAGE_PATH = 'default.jpg'
CAPTURE_IMAGE_PATH = 'capture.jpg' # 保存摄像头捕获图像的路径
# 图像识别函数
def recognize_image(image_path):
image = cv2.imread(image_path)
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
# 使用Tesseract OCR识别图像中的文本
text = pytesseract.image_to_string(gray, config='--psm 6')
return text.strip()
# 发送串口指令
def send_command(command):
try:
ser.write(command)
time.sleep(0.1)
except serial.SerialException as e:
print(f"Error sending command: {e}")
# 接收串口指令
def receive_command():
try:
return ser.read_all()
except serial.SerialException as e:
print(f"Error receiving command: {e}")
return b''
# 图像展示函数
def display_image(image_path):
image = cv2.imread(image_path)
cv2.imshow('Image', image)
cv2.waitKey(1) # 显示1毫秒
# 从摄像头获取图像并保存
def get_and_save_camera_image():
cap = cv2.VideoCapture(0)
ret, frame = cap.read()
cap.release()
if not ret:
print("Error: Could not capture image from camera")
frame = cv2.imread(DEFAULT_IMAGE_PATH)
cv2.imwrite(CAPTURE_IMAGE_PATH, frame)
return CAPTURE_IMAGE_PATH
# 模式1逻辑
def mode1():
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if 'A' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x07')
print('Sent command: 7')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '7' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x06')
print('Sent command: 6')
break
# 模式2逻辑
def mode2():
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if 'B' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x07')
print('Sent command: 7')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '7' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x07')
print('Sent command: 7')
break
# 模式3逻辑
def mode3():
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if 'C' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x00')
print('Sent command: 0')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '0' in recognized_text:
send_command(b'\x07')
print('Sent command: 7')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '7' in recognized_text:
send_command(b'\x01')
print('Sent command: 1')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '1' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
while True:
image = get_and_save_camera_image()
recognized_text = recognize_image(image)
display_image(image)
if '2' in recognized_text:
send_command(b'\x02')
print('Sent command: 2')
break
# 主程序
def main():
mode=int(input("请输入模式:"))
# 示例模式,可以通过其他逻辑切换模式
if mode == 1:
mode1()
elif mode == 2:
mode2()
elif mode == 3:
mode3()
if __name__ == "__main__":
main()