{ "info": { "author": "Jeffrey Byrne", "author_email": "jeff@visym.com", "bugtrack_url": null, "classifiers": [], "description": "Package: VISET: Computer Vision Datasets \nAuthor: Jeffrey Byrne \nURL: https://github.com/visym/viset/\n\nVISET is a python package for creating streaming computer vision datasets.\nA VISET is a redistributable HDF5 file used for sharing datasets,\nwhich provides a common python programming interface for \ndownloading and caching datasets for typical evaluation tasks.\n\nVISET supports iterating over large image datasets in a pythonic way:\n\n# Create dataset (once), dowload (once) and iterate over stream\ndbfile = viset.caltech.Caltech101().export()\ndb = viset.dataset.Viset(dbfile) \nfor (image, annotation) in db.annotation.categorization: \n ...\n\nVISET supports iterating over various dataset partitions:\n\nfor fold in db.annotation.categorization(strategy='kfold', folds=3): \n for (im,annotation) in fold.train: \n ... \n for (im,annotation) in fold.test: \n ...\n\nVISET is useful for sharing large annotated datasets defined by URLs\nand large image archive files. 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