How to load a keras model file to OpenCV code?

Question

I've created a traffic sign classification model. I need to use it in OpenCV for Video traffic sign detection. How can I do that using a .h5 file

Thanks in advance!

if you show question without details then you can get answer also without details: `try harder` — furas, Sep 12 '21 at 16:10
Please provide enough code so others can better understand or reproduce the problem. — Community, Sep 18 '21 at 11:09

score 0 · Accepted Answer · answered Sep 13 '21 at 07:09

In openCV you can read weights with

cv2.dnn.readNetFromCaffe
cv2.dnn.readNetFromTensorFlow
cv2.dnn.readNetFromTorch
cv2.dnn.readhTorchBlob

Because you can not read with opencv without manipulations and you need:

You can read frames with OpenCV and put the frames to run in Keras
Or you can convert keras model to tensorflow model and run with Opencv cv2.dnn.readNetFromTensorFlow

1 Answers1