DeepTile

Name	DeepTile JSON
Version	2.0.7 JSON
	download
home_page	None
Summary	Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.
upload_time	2024-04-03 19:38:02
maintainer	None
docs_url	None
author	William Niu
requires_python	>=3.8
license	None
keywords	machine learning deep learning image tiling image stitching
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # DeepTile
Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.

## General
DeepTile provides a standardized workflow for splitting large images into tiles of a specified size, processing tiles using regular Python functions, and stitching the processed tiles. DeepTile supports batch processing specifically designed for deep learning algorithms, featuring automatic padding and mini-batch generation.

## Installation

Install DeepTile from [PyPI](https://pypi.org/project/deeptile/).

```
pip install deeptile
```

## Usage

See [notebooks](notebooks) for examples of DeepTile usage for both TIFF and ND2 files.

            

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "DeepTile",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.8",
    "maintainer_email": null,
    "keywords": "machine learning, deep learning, image tiling, image stitching",
    "author": "William Niu",
    "author_email": "wniu721@gmail.com",
    "download_url": "https://files.pythonhosted.org/packages/d4/66/85f4ae34f7a0919cc5b5b5952d007f86006ecefd412d8fab0377bb3d69b8/DeepTile-2.0.7.tar.gz",
    "platform": null,
    "description": "# DeepTile\nLarge image tiling and stitching library for scaling Python functions to arbitrary input image sizes.\n\n## General\nDeepTile provides a standardized workflow for splitting large images into tiles of a specified size, processing tiles using regular Python functions, and stitching the processed tiles. DeepTile supports batch processing specifically designed for deep learning algorithms, featuring automatic padding and mini-batch generation.\n\n## Installation\n\nInstall DeepTile from [PyPI](https://pypi.org/project/deeptile/).\n\n```\npip install deeptile\n```\n\n## Usage\n\nSee [notebooks](notebooks) for examples of DeepTile usage for both TIFF and ND2 files.\n",
    "bugtrack_url": null,
    "license": null,
    "summary": "Large image tiling and stitching library for scaling Python functions to arbitrary input image sizes.",
    "version": "2.0.7",
    "project_urls": null,
    "split_keywords": [
        "machine learning",
        " deep learning",
        " image tiling",
        " image stitching"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "66a2689974d333fbaba2dbb826ae57964ac50edd78a61eba38b5c309c37ea223",
                "md5": "a3180e590f42392101c00c57fc8f2fc3",
                "sha256": "319ad4551f1051197c396488b24187c667879571474b6c46428d73b197dca766"
            },
            "downloads": -1,
            "filename": "DeepTile-2.0.7-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "a3180e590f42392101c00c57fc8f2fc3",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.8",
            "size": 27015,
            "upload_time": "2024-04-03T19:38:00",
            "upload_time_iso_8601": "2024-04-03T19:38:00.716808Z",
            "url": "https://files.pythonhosted.org/packages/66/a2/689974d333fbaba2dbb826ae57964ac50edd78a61eba38b5c309c37ea223/DeepTile-2.0.7-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "d46685f4ae34f7a0919cc5b5b5952d007f86006ecefd412d8fab0377bb3d69b8",
                "md5": "e847a82beac919f64e0ea4cbbaa0be69",
                "sha256": "6ebf03dcb7ea74c239a3cf7de83e934c051268314a7713b3e78418366edd344b"
            },
            "downloads": -1,
            "filename": "DeepTile-2.0.7.tar.gz",
            "has_sig": false,
            "md5_digest": "e847a82beac919f64e0ea4cbbaa0be69",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.8",
            "size": 22257,
            "upload_time": "2024-04-03T19:38:02",
            "upload_time_iso_8601": "2024-04-03T19:38:02.637874Z",
            "url": "https://files.pythonhosted.org/packages/d4/66/85f4ae34f7a0919cc5b5b5952d007f86006ecefd412d8fab0377bb3d69b8/DeepTile-2.0.7.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-04-03 19:38:02",
    "github": false,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "lcname": "deeptile"
}