I'm trying to retrain the Tensorflow for Poets MobileNets tutorial with my own images (800x600px, colour so I think x3) and I think the issue is that I'm using images that are too big.
I've gotten to this page in the tutorial https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/#7
and everything has worked fine, but once I put my new image path and image size in, it gives me this error: ERROR:tensorflow:The Mobilenet input size should be '224', '192', '160', or '128', but found '480000' for architecture 'mobilenet_0.50_480000' ERROR:tensorflow:Did not recognize architecture flag
The tutorial says
Input image resolution: 128,160,192, or 224px. Unsurprisingly, feeding in a higher resolution image takes more processing time, but results in better classification accuracy.
The relative size of the model as a fraction of the largest MobileNet: 1.0, 0.75, 0.50, or 0.25.
And you are supposed to enter that information with this code:
IMAGE_SIZE=224
ARCHITECTURE="mobilenet_0.50_${IMAGE_SIZE}"
Is this a limit of the mobilenet? Can it not do bigger images? One other possibility is that my images are all pngs and the tutorial is all jpegs, but I don't see anywhere to specify filetype.
Any suggestions would be most appreciated