Category Archives: Keras
Keras Custom Training Loop
You can do this whether you’re building Sequential models, Functional API models, or subclassed models. Using this custom training algorithm, you still get the benefit from the convenient features of fit(), such as callbacks, built-in distribution support, or step
Get Class Labels from predict method in Keras
In multi-classes classification last layer use “softmax” activation, which means it will return an array of 10 probability scores (summing to 1) for 10 class. Each score will be the probability that the current class belongs to one of our 10 classes.
How to use TensorFlow ‘s Dataset API in Keras ‘s model.fit method?
It’s worth noting that different parts of the data pipeline will stress different parts of the system. So for loading from the disk is an I/o- bound task and we’ll generally want to consume this I/O as fast as possible so that we’re not constantly waiting for images to arrive from disk one at a time.