I am trying to run a custom tensorflow network on Jevois but it is giving me a hard time. The following is what I have done so far:
I am using Vgg16 network from https://github.com/qubvel/classification_models and have trained it on my own dataset and then saved the model in a h5 file.
I then converted the h5 file to tflite file to deploy it on Jevois.
Following the Jevois custom training tutorial, I have put the tflite file and labels.txt file in Jevois sd card on this path: /share/tensorflow/recycle
Now when I connect the camera and select the TensorFlow easy module in Jevois-inventor, it shows the picture and hangs there and then gives error saying "Malformed Jevois Software version from Jevois Camera Disconnecting..." and then the software exits. I don't know what could be the problem. The input for the network is 224 x 224 so I have set it using foa. The tflite file I got is about 65MB in size and I saw some other tflite files they have a smaller size may be that could be the problem? I would really appreciate if somebody could guide me in the right direction. Thanks.