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tflite files can contain a ResizeOp that resizes the image: https://ai.google.dev/edge/api/tflite/java/org/tensorflow/li...

The file is only 7.7kb, so it couldn't contain many weights anyways.

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Exactly. Put another way, tensorflow is not an AI. You can build an AI in tensorflow. You can also resize images in tensorflow (using the traditional algorithms, not AI). I am not an expert, but as I understand, it is common for vision models to require a fixed resolution input, and it is common for that resolution to be quite low due to resource constraints.

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