Need help to run this model on android

[ameerhamza6733]

I am trying to run this model on the Android device.i think I have made some mistake here can you please review these value and let me know I these values are correct or not

Error : E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[input], outputs:[predictions]

Please reply Thank you.

        private const val INPUT_WIDTH = 224
        private const val INPUT_HEIGHT = 224
        private const val IMAGE_MEAN = 117
        private const val IMAGE_STD = 1f
        private const val INPUT_NAME = "input"
        private const val OUTPUT_NAME = "predictions"

[ashik-e-rabbani]

Make sure your android INPUT_NAME and OUTPUT_NAME should be the same of your training time name.

[ameerhamza6733]

Yes it is same, Here is input layer name in the model
https://github.com/mdietrichstein/tensorflow-open_nsfw/blob/master/model.py#L34
output name : https://github.com/mdietrichstein/tensorflow-open_nsfw/blob/master/model.py#L107

[ashik-e-rabbani]

Yes it is same, Here is input layer name in the model
https://github.com/mdietrichstein/tensorflow-open_nsfw/blob/master/model.py#L34
output name : https://github.com/mdietrichstein/tensorflow-open_nsfw/blob/master/model.py#L107

tensorflow/tensorflow#10153 (comment)
check this out

[ameerhamza6733]

I use google colab to convert this model to tflie. Now when I run this tflite on my android device it always returns the first label with high probability any idea why?