{"id":15253708,"url":"https://github.com/syamkakarla98/image-kit","last_synced_at":"2025-04-11T14:32:49.896Z","repository":{"id":62570547,"uuid":"210353705","full_name":"syamkakarla98/Image-Kit","owner":"syamkakarla98","description":"A python package for image processing.","archived":false,"fork":false,"pushed_at":"2019-09-30T08:41:58.000Z","size":784,"stargazers_count":5,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-25T10:42:34.956Z","etag":null,"topics":["image-analysis","image-processing","numpy","pillow","python","scipy"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/syamkakarla98.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-09-23T12:48:56.000Z","updated_at":"2021-03-21T18:05:05.000Z","dependencies_parsed_at":"2022-11-03T20:31:03.425Z","dependency_job_id":null,"html_url":"https://github.com/syamkakarla98/Image-Kit","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syamkakarla98%2FImage-Kit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syamkakarla98%2FImage-Kit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syamkakarla98%2FImage-Kit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syamkakarla98%2FImage-Kit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/syamkakarla98","download_url":"https://codeload.github.com/syamkakarla98/Image-Kit/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248419764,"owners_count":21100246,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["image-analysis","image-processing","numpy","pillow","python","scipy"],"created_at":"2024-09-29T22:00:49.304Z","updated_at":"2025-04-11T14:32:49.863Z","avatar_url":"https://github.com/syamkakarla98.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# ImageKit\n![ImageKit](https://img.shields.io/badge/Repo-ImageKit-brightgreen.svg)\n[![GitHub stars](https://img.shields.io/github/stars/syamkakarla98/Image-Kit)](https://github.com/syamkakarla98/Image-Kit/stargazers)\n![Python](https://img.shields.io/badge/Python-3.6-blue.svg)\n![MIT](https://img.shields.io/badge/license-MIT-important.svg)\n![Size](https://img.shields.io/github/repo-size/syamkakarla98/Image-Kit.svg?color=571B7E)\n![Contributors](https://img.shields.io/github/contributors/syamkakarla98/Image-Kit.svg?color=yellow)\n[![GitHub issues](https://img.shields.io/github/issues/syamkakarla98/Image-Kit)](https://github.com/syamkakarla98/Image-Kit/issues)\n\n#### A python package for basic image processing, which focuses on beginners to get working on images.\n\n### 1. Installing Package\n\n\n```python\npip install Image-Kit\n```\n```\n\nRequirement already satisfied: Image-Kit in /srv/conda/lib/python3.6/site-packages (0.1.0)\nRequirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (6.0.0)\nRequirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (3.0.3)\nRequirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.16.3)\nRequirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit) (1.2.1)\nRequirement already satisfied: cycler\u003e=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit) (0.10.0)\nRequirement already satisfied: kiwisolver\u003e=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit) (1.0.1)\nRequirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,\u003e=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit) (2.4.0)\nRequirement already satisfied: python-dateutil\u003e=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit) (2.8.0)\nRequirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler\u003e=0.10-\u003ematplotlib-\u003eImage-Kit) (1.12.0)\nRequirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver\u003e=1.0.1-\u003ematplotlib-\u003eImage-Kit) (40.8.0)\n\n```\n#### or\n\n```python\npip install git+https://github.com/syamkakarla98/Image-Kit.git\n```\n\n    Collecting git+https://github.com/syamkakarla98/Image-Kit.git\n      Cloning https://github.com/syamkakarla98/Image-Kit.git to /tmp/pip-req-build-6aa9lngi\n    Requirement already satisfied (use --upgrade to upgrade): Image-Kit==1.0.0 from git+https://github.com/syamkakarla98/Image-Kit.git in /srv/conda/lib/python3.6/site-packages\n    Requirement already satisfied: numpy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.16.3)\n    Requirement already satisfied: matplotlib in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (3.0.3)\n    Requirement already satisfied: Pillow in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (6.0.0)\n    Requirement already satisfied: scipy in /srv/conda/lib/python3.6/site-packages (from Image-Kit==1.0.0) (1.2.1)\n    Requirement already satisfied: cycler\u003e=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit==1.0.0) (0.10.0)\n    Requirement already satisfied: kiwisolver\u003e=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit==1.0.0) (1.0.1)\n    Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,\u003e=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit==1.0.0) (2.4.0)\n    Requirement already satisfied: python-dateutil\u003e=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib-\u003eImage-Kit==1.0.0) (2.8.0)\n    Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler\u003e=0.10-\u003ematplotlib-\u003eImage-Kit==1.0.0) (1.12.0)\n    Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver\u003e=1.0.1-\u003ematplotlib-\u003eImage-Kit==1.0.0) (40.8.0)\n    Building wheels for collected packages: Image-Kit\n      Building wheel for Image-Kit (setup.py) ... \u001b[?25ldone\n    \u001b[?25h  Stored in directory: /tmp/pip-ephem-wheel-cache-jfihyo34/wheels/86/91/2c/89b389a7ca0e7839e1b079068e5f48751c0f1acba07f84bb59\n    Successfully built Image-Kit\n    Note: you may need to restart the kernel to use updated packages.\n\n\n### 2. Importing Package\n\n\n```python\nfrom ImageKit import ImgKit as i\n```\n\n### 3. Imformation about package\n\n\n```python\nhelp(i)\n```\n\n    Help on module ImageKit.ImgKit in ImageKit:\n    \n    NAME\n        ImageKit.ImgKit\n    \n    FUNCTIONS\n        get_band(img, band)\n        \n        get_pixels(img)\n        \n        get_properties(img)\n        \n        im2bw(img)\n        \n        imread(filename)\n            Summary: Reads a iamge file and return an object.\n                \n            Args: filename.\n                \n            Returns: An object of an image.\n        \n        imrotate(img, degrees)\n        \n        imsave(img, filename)\n        \n        imshow(img)\n            Summary: displays a iamge file and return an object.\n            \n            Args: filename.\n        \n        plot_signature(img)\n        \n        resize(img, s)\n    \n    FILE\n        /srv/conda/lib/python3.6/site-packages/ImageKit/ImgKit.py\n    \n    \n\n\n### 4. Downloading a sample image\n\n\n```python\nimport urllib\nurllib.request.urlretrieve(\"https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcS3kf6ZTospvdkbQ0G6xVraiA0tOTx8zrUDrP0aIsJ0cYLRb5nKag\",\"fun.jpg\")\n```\n\n\n\n\n    ('fun.jpg', \u003chttp.client.HTTPMessage at 0x7f82ccd712b0\u003e)\n\n\n\n### 5. Read the image\n\n\n```python\nx = i.imread('fun.jpg')\n```\n\n### 6.. Display the image\n\n\n```python\ni.imshow(x)\n```\n\n\n![png](assets/output_12_0.png)\n\n\n### 7. Description of the image\n\n\n```python\ndesc = i.get_properties(x)\nfor name, value in zip(desc.keys(), desc.values()):\n    print(\"%10s  =\u003e %1s\"%(str(name), str(value)))\n```\n\n      filename  =\u003e fun.jpg\n        format  =\u003e JPEG\n          mode  =\u003e RGB\n    dimensions  =\u003e (158, 319, 3)\n\n\n### 8. Resize the image \n\n\n```python\nx1 = i.resize(x, (700, 500))\ni.imshow(x1)\n```\n\n\n![png](assets/output_16_0.png)\n\n\n### 9. Save the image\n\n\n```python\ni.imsave(x1, 'new_fun.jpg')\n```\n\n### 10. Rotating the image\n\n\n```python\ni.imshow(i.imrotate(x, 92))\n```\n\n\n![png](assets/output_20_0.png)\n\n\n### 11. Converting image to grayscale\n\n\n```python\ni.imshow(i.im2bw(x))\n```\n\n\n![png](assets/output_22_0.png)\n\n\n### 12. Extract pixels from the  image\n\n\n```python\ni.get_pixels(i.resize(x, (5, 5)))\n```\n\n\n\n\n    [(64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (35, 140, 170),\n     (65, 66, 71),\n     (64, 65, 70),\n     (64, 65, 70),\n     (65, 66, 71),\n     (255, 215, 81),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (65, 66, 71),\n     (97, 90, 167),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (64, 65, 70),\n     (54, 72, 58),\n     (64, 65, 70)]\n\n\n\n### 13. Extracting bands from the image\n\n\n```python\ni.imshow(i.get_band(x, 'r'))\ni.imshow(i.get_band(x, 'g'))\ni.imshow(i.get_band(x, 'b'))\n```\n\n\n![png](assets/output_26_0.png)\n\n\n\n![png](assets/output_26_1.png)\n\n\n\n![png](assets/output_26_2.png)\n\n\n### 14. Pixel signature of the image\n\n\n```python\ni.plot_signature(x)\n```\n\n\n![png](assets/output_28_0.png)\n\n\n# Thank You\n\n# Do [star](https://github.com/syamkakarla98/Image-Kit) the repository, if you like it.\n\n\n```python\n\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsyamkakarla98%2Fimage-kit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsyamkakarla98%2Fimage-kit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsyamkakarla98%2Fimage-kit/lists"}