openmv巡绿白线代码
时间: 2024-10-29 20:03:54 浏览: 15
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OpenMV是一款基于MicroPython的开源视觉传感器平台,主要用于简化机器视觉应用的开发。如果你想用OpenMV编写巡检绿色白线的代码,通常涉及到图像处理和边缘检测。以下是一个简单的示例,假设你正在使用OpenMV Cam M7:
```python
import sensor, image, time
# 初始化传感器
sensor.reset() # Reset and initialize the camera
sensor.set_pixformat(sensor.RGB565) # Set pixel format to RGB565 (for faster speed)
sensor.set_framesize(sensor.QVGA) # Set frame size to QVGA (320x240)
# 白色线过滤函数
def find_white_lines(frame):
gray = frame.copy().gray() # Convert to grayscale for better edge detection
edges = gray.edges(threshold=128) # Apply threshold to detect edges
lines = edges.hough_lines_p(radius=5, threshold=30, min_line_length=50, max_line_gap=10) # Perform Hough transform for line detection
return lines
while True:
img = sensor.snapshot() # Capture a frame
lines = find_white_lines(img) # Detect white lines
if lines:
for line in lines:
x1, y1, x2, y2 = line[0]
img.draw.line((x1, y1, x2, y2), color=(0, 255, 0), thickness=2) # Draw detected lines in green
img.show() # Display the processed image with detected lines
time.sleep_ms(100) # Wait for some time before capturing next frame
```
在这个例子中,我们首先将图片转换为灰度模式,然后利用霍夫变换检测边缘,并找出可能是白色线条的部分。然后在原图上画出这些绿色线条。
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