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can tf-expain explain tf-lite models?

Open showkeyjar opened this issue 2 years ago • 1 comments

can tf-expain explain tf-lite models?

if can, how to explain?

if not, would you have some advice or suggestion?

showkeyjar avatar Sep 26 '21 09:09 showkeyjar

I fig it out, would you please check this idea is right?

I rewrite a OcclusionSensitivity class and use python read tf.lite model then predict

the key codes:

` def get_sensitivity_map(self, interpreter, image, class_index, patch_size): # interpreter is tf.lite model ... interpreter.allocate_tensors() for patch in tqdm(patches): interpreter.set_tensor(interpreter.get_input_details()[0]['index'], [patch]) interpreter.invoke() preds = interpreter.get_tensor(interpreter.get_output_details()[0]['index']) predictions.extend(preds)

    target_class_predictions = [
        prediction[class_index] for prediction in predictions
    ]
    ...

`

beacause I can't find how to batch predict image use tf.lite model, so I make a for loop and set a bigger patch_size

showkeyjar avatar Sep 30 '21 07:09 showkeyjar