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Updates in this new release v0.1.7 are:
- New source code example for the paper Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks has been added.
- Updated readme file and source code comments.
- Plenty of minor source code improvements and fixes.
- New function cai.models.CreatePartialModelWithSoftMax: creates a partial model up to the layer name defined in pOutputLayerName and then adds a dense layer with softmax. This method is used for creating a smaller model from an existing model.
- New function cai.models.CreatePartialModelFromChannel: creates a partial model up to the layer name defined in pOutputLayerName and then copies the channel at index pChannelIdx. This method is used for creating a model that computes the output of a given channel from an existing bigger model.
- New function cai.datasets.extract_subset_every: deterministic function to move a subset of the dataset (files) to another folder.
- New function cai.datasets.clone_sub_folders: creates new images by flipping horizontally and vertically the existing images.
