opencv 读取onnx
时间: 2023-11-08 19:03:54 浏览: 168
可以使用OpenCV的dnn模块来读取ONNX模型。下面是一个示例代码,演示如何使用OpenCV和ONNX模型进行目标检测:
```python
import cv2
# 加载ONNX模型
model = cv2.dnn.readNetFromONNX('model.onnx')
# 加载图像
image = cv2.imread('image.jpg')
# 对图像进行前处理
blob = cv2.dnn.blobFromImage(image, size=(300, 300), swapRB=True)
# 将blob作为输入传递给模型
model.setInput(blob)
# 进行推理
output = model.forward()
# 处理输出结果
for detection in output[0, 0, :, :]:
score = detection[2]
if score > 0.5:
left = int(detection[3] * image.shape[1])
top = int(detection[4] * image.shape[0])
right = int(detection[5] * image.shape[1])
bottom = int(detection[6] * image.shape[0])
cv2.rectangle(image, (left, top), (right, bottom), (0, 255, 0), 2)
# 显示结果
cv2.imshow('Detection', image)
cv2.waitKey(0)
cv2.destroyAllWindows()
```
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