Loading Tensorflow Models Using Opencv and C++

C++
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1

I have trained a model in python tensorflow 2.5.0.
I have to load this model and make classification using opencv and c++.

How can I do it? any suggestions?

2

what did you do, exactly ? please show !

try a simple:

cv::dnn::readNet("mymodel.pb")

then worry about data processing
(still, you need to find out about: image size, mean/std values, etc)

please also look at our samples

3

Thanks for your reply.
Regarding your question:
I have done transfer learning on MobileNetV2 pre-trained model.
I have followed the exact steps as mentioned here and saved the model: https://www.tensorflow.org/tutorials/images/transfer_learning

I have saved the model using: model.save(‘path’)

Also, I am preparing the input image in python to classify as below:

        image = np.expand_dims(t_image, axis=0)
        image= img.astype('float32')
        image /= 255.0
        imgReshaped = image.reshape(-1, img_height, img_width, color_channel)

The Model has 100x100 RGB image input.