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This is an extension of [kutils](https://github.com/subpic/kutils).\n\n## Overview\n\nSome of the key components of each file:\n\n**`model_helper.py`**:\n\n* `ModelHelper`: Wrapper class that simplifies default usage of Keras for regression models.\n\n**`generators.py`**:\n\n* `DataGeneratorDisk`, `DataGeneratorHDF5`: Keras generators for on-disk images, and HDF5 stored features/images\n\n**`image_utils.py`**:\n\n* various utility functions for manipulating images (read, write to HDF5, batch resize, view batch)\n\n**`image_augmenter.py`**:\n\n* `ImageAugmenter`: Create custom image augmentation functions for training Keras models.\n\n**`generic.py`**:\n\n* `H5Helper`: Manage named data sets in HDF5 files, for us in Keras generators.\n* `ShortNameBuilder`: Utility for building short (file) names that contain multiple parameters.\n\n**`applications.py`**:\n\n* `model_inception_multigap`, `model_inceptionresnet_multigap`: Model definitions for extracting MLSP narrow features\n* `model_inception_pooled`, `model_inceptionresnet_pooled`: Model definitions for extracting MLSP wide features\n\nYou can find more information in the docstrings.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsubpic%2Fku","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsubpic%2Fku","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsubpic%2Fku/lists"}