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can tf-expain explain tf-lite models? #174

@showkeyjar

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@showkeyjar

can tf-expain explain tf-lite models?

if can, how to explain?

if not, would you have some advice or suggestion?

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showkeyjar

showkeyjar commented on Sep 30, 2021

@showkeyjar
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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

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          can tf-expain explain tf-lite models? · Issue #174 · sicara/tf-explain