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Xception with GAP on 512*512 images of MIT dataset
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MIT_Xception_GAP_512.ipynb

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"keras.backend.clear_session() #clear backend\n",
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"shape=(512,512,3)\n",
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"input_tensor=keras.Input(shape=shape)\n",
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"base_model=keras.applications.Xception(input_tensor=input_tensor,weights="imagenet",include_top=False)\n",
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"base_model=keras.applications.Xception(input_tensor=input_tensor,weights='imagenet',include_top=False)\n",
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"avg=keras.layers.GlobalAveragePooling2D()(base_model.output)\n",
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"preds=keras.layers.Dense(67,activation='softmax',\n",
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" kernel_initializer=keras.initializers.RandomNormal(mean=0.0,stddev=0.01),\n",
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"outputs": []
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}
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]
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}
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}

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