{ "info": { "author": "Dave MacDonald", "author_email": "dave@torontoai.org", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "\n\n# Synthetic Datasets\n\n## Installation\n\n```\npip install synthetic-datasets\n```\n\n## Datasets\n\n* NoiseCircle\n\n\n### NoiseCircle\n\nA generator of square images, by default 64x64, with static noise and a circle\nwith noisy pixels in the image at a random location and with a random size.\n\nEach result from the generator is a square numpy matrix of type float32\n\nExample use::\n\n```python\n from synthetic_datasets import NoiseCircle\n\n nc = NoiseCircle(batch_size=32, dim=64)\n for samples, labels in nc:\n\n // samples is a (32, 64, 64) numpy array of noise circle images\n // labels is a dict with three keys, \"X\", \"Y\", and \"R\".\n // These represent the X, Y, and RADIUS (in pixels) of the circle in the image.\n // Each key holds a numpy array of shape (32,)\n```\n\n\n\n## Licence\nMIT\n\n\n## More info\n- https://github.com/synthetic-datasets/synthetic-datasets\n- https://www.meetup.com/Toronto-AI/\n- http://torontoai.org/\n- A Toronto AI initiative\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/synthetic-datasets/synthetic-datasets", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "synthetic-datasets", "package_url": "https://pypi.org/project/synthetic-datasets/", "platform": "", "project_url": "https://pypi.org/project/synthetic-datasets/", "project_urls": { "Homepage": "https://github.com/synthetic-datasets/synthetic-datasets" }, "release_url": "https://pypi.org/project/synthetic-datasets/0.1.11/", "requires_dist": [ "numpy" ], "requires_python": "", "summary": "synthetic datasets for benchmarking AI and machine learning", "version": 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