print(out.shape)
X_test = np.expand_dims(out,0)
print(X_test.shape)
# handle the hack input
dummy_array = np.zeros((1,1,1,1,TRUE_BOX_BUFFER,4))
y_pred = model.predict([X_test,dummy_array])
print(y_pred.shape)