{
    "info": {
        "author": "Syam Kakarla",
        "author_email": "Syamkakarla98@gmail.com",
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        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
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        "description": "\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 simple python package for basic Image Processing.\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>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (0.10.0)\nRequirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (1.0.1)\nRequirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.4.0)\nRequirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit) (2.8.0)\nRequirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit) (1.12.0)\nRequirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-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>=0.10 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (0.10.0)\n    Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (1.0.1)\n    Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.4.0)\n    Requirement already satisfied: python-dateutil>=2.1 in /srv/conda/lib/python3.6/site-packages (from matplotlib->Image-Kit==1.0.0) (2.8.0)\n    Requirement already satisfied: six in /srv/conda/lib/python3.6/site-packages (from cycler>=0.10->matplotlib->Image-Kit==1.0.0) (1.12.0)\n    Requirement already satisfied: setuptools in /srv/conda/lib/python3.6/site-packages (from kiwisolver>=1.0.1->matplotlib->Image-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', <http.client.HTTPMessage at 0x7f82ccd712b0>)\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  => %1s\"%(str(name), str(value)))\n```\n\n      filename  => fun.jpg\n        format  => JPEG\n          mode  => RGB\n    dimensions  => (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\n\n",
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