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Update app.py
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app.py
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@@ -7,6 +7,20 @@ from tensorflow.keras.layers.experimental.preprocessing import RandomHeight
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with CustomObjectScope({'RandomHeight': RandomHeight}):
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model_0 = tf.keras.models.load_model('bestmodel.h5')
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def classify_image(inp):
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# Convert to PIL Image if we have a numpy array
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image = None
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with CustomObjectScope({'RandomHeight': RandomHeight}):
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model_0 = tf.keras.models.load_model('bestmodel.h5')
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print("TensorFlow version:", tf.__version__)
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print("GPU Available:", tf.config.list_physical_devices('GPU'))
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# Configure TensorFlow to use memory growth
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gpus = tf.config.experimental.list_physical_devices('GPU')
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if gpus:
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try:
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for gpu in gpus:
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tf.config.experimental.set_memory_growth(gpu, True)
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except RuntimeError as e:
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print(e)
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def classify_image(inp):
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# Convert to PIL Image if we have a numpy array
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image = None
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