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Keras is a popular, open-source deep learning API for Python built on top of TensorFlow and is useful for fast implementation. Topics include efficient low-level tensor operations, computation of arbitrary gradients, scalable computations, export of graphs, etc.
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Weird consequence of not freezing layers in Neural Network
If the data is already similar, it doesn't make sense to train the lower layers (backbone), as your network will already be good for extracting features. Then you freeze them to quickly train your cla …