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dipanjanS/xai_img11.py

Created August 15, 2019 10:20
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xai_img11.py
# get label imagenet ID
imgnet_map['Egyptian_cat']
from tf_explain.core.occlusion_sensitivity import OcclusionSensitivity
explainer = OcclusionSensitivity()
img_inp = tf.keras.preprocessing.image.load_img(IMAGE_PATH, target_size=(299, 299))
img_inp = tf.keras.preprocessing.image.img_to_array(img_inp)
grid = explainer.explain(([img_inp], None), model, 285, 7)
fig, ax = plt.subplots(figsize=(8, 8))
plt.imshow(grid)
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