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        "author": "Alyssa Quek",
        "author_email": "alyssaquek@gmail.com",
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        "description": "Face Morpher\n============\n\n| Warp, average and morph human faces!\n| Scripts will automatically detect frontal faces and skip images if\n  none is detected.\n\nBuilt with Python, OpenCV, Numpy, Scipy, Stasm.\n\n| Supported on Python 2.7, Python 3.6+ and OpenCV >= 3 (tested with OpenCV 3.4.1)\n| Tested on macOS Mojave and 64bit Linux (dockerized).\n\nRequirements\n--------------\n-  Install `OpenCV`_: `Mac installation steps`_\n-  Note: OpenCV must be installed either from `Homebrew`_ or `source`_ as stasm requires the library files.\n-  ``pip install -r requirements.txt``\n\nEither:\n\n-  `Use as local command-line utility`_\n-  `Use as pip library`_\n-  `Try out in a docker container`_\n\n.. _`Use as local command-line utility`:\n\nUse as local command-line utility\n---------------------------------\n::\n\n    $ git clone https://github.com/alyssaq/face_morpher\n\nMorphing Faces\n--------------\n\nMorph from a source to destination image:\n\n::\n\n    python facemorpher/morpher.py --src=<src_imgpath> --dest=<dest_imgpath> --plot\n\nMorph through a series of images in a folder:\n\n::\n\n    python facemorpher/morpher.py --images=<folder> --out_video=out.avi\n\nAll options listed in ``morpher.py`` (pasted below):\n\n::\n\n    Morph from source to destination face or\n    Morph through all images in a folder\n\n    Usage:\n        morpher.py (--src=<src_path> --dest=<dest_path> | --images=<folder>)\n                [--width=<width>] [--height=<height>]\n                [--num=<num_frames>] [--fps=<frames_per_second>]\n                [--out_frames=<folder>] [--out_video=<filename>]\n                [--plot] [--background=(black|transparent|average)]\n\n    Options:\n        -h, --help              Show this screen.\n        --src=<src_imgpath>     Filepath to source image (.jpg, .jpeg, .png)\n        --dest=<dest_imgpath>   Filepath to destination image (.jpg, .jpeg, .png)\n        --images=<folder>       Folderpath to images\n        --width=<width>         Custom width of the images/video [default: 500]\n        --height=<height>       Custom height of the images/video [default: 600]\n        --num=<num_frames>      Number of morph frames [default: 20]\n        --fps=<fps>             Number frames per second for the video [default: 10]\n        --out_frames=<folder>   Folder path to save all image frames\n        --out_video=<filename>  Filename to save a video\n        --plot                  Flag to plot images [default: False]\n        --background=<bg>       Background of images to be one of (black|transparent|average) [default: black]\n        --version               Show version.\n\nAveraging Faces\n---------------\n\nAverage faces from all images in a folder:\n\n::\n\n    python facemorpher/averager.py --images=<images_folder> --out=average.png\n\nAll options listed in ``averager.py`` (pasted below):\n\n::\n\n    Face averager\n\n    Usage:\n        averager.py --images=<images_folder> [--blur] [--plot]\n                [--background=(black|transparent|average)]\n                [--width=<width>] [--height=<height>]\n                [--out=<filename>] [--destimg=<filename>]\n\n    Options:\n        -h, --help             Show this screen.\n        --images=<folder>      Folder to images (.jpg, .jpeg, .png)\n        --blur                 Flag to blur edges of image [default: False]\n        --width=<width>        Custom width of the images/video [default: 500]\n        --height=<height>      Custom height of the images/video [default: 600]\n        --out=<filename>       Filename to save the average face [default: result.png]\n        --destimg=<filename>   Destination face image to overlay average face\n        --plot                 Flag to display the average face [default: False]\n        --background=<bg>      Background of image to be one of (black|transparent|average) [default: black]\n        --version              Show version.\n\nSteps (facemorpher folder)\n--------------------------\n\n1. Locator\n^^^^^^^^^^\n\n-  Locates face points (using `stasm`_)\n-  For a different locator, return an array of (x, y) control face\n   points\n\n2. Aligner\n^^^^^^^^^^\n\n-  Align faces by resizing, centering and cropping to given size\n\n3. Warper\n^^^^^^^^^\n\n-  Given 2 images and its face points, warp one image to the other\n-  Triangulates face points\n-  Affine transforms each triangle with bilinear interpolation\n\n4a. Morpher\n^^^^^^^^^^^\n\n-  Morph between 2 or more images\n\n4b. Averager\n^^^^^^^^^^^^\n\n-  Average faces from 2 or more images\n\nBlender\n^^^^^^^\n\nOptional blending of warped image:\n\n-  Weighted average\n-  Alpha feathering\n-  Poisson blend\n\nExamples - `Being John Malkovich`_\n----------------------------------\n\nCreate a morphing video between the 2 images:\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n| ``> python facemorpher/morpher.py --src=alyssa.jpg --dest=john_malkovich.jpg``\n| ``--out_video=out.avi``\n\n(out.avi played and recorded as gif)\n\n.. figure:: https://raw.github.com/alyssaq/face_morpher/master/examples/being_john_malvokich.gif\n   :alt: gif\n\nSave the frames to a folder:\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n| ``> python facemorpher/morpher.py --src=alyssa.jpg --dest=john_malkovich.jpg``\n| ``--out_frames=out_folder --num=30``\n\nPlot the frames:\n^^^^^^^^^^^^^^^^\n\n| ``> python facemorpher/morpher.py --src=alyssa.jpg --dest=john_malkovich.jpg``\n| ``--num=12 --plot``\n\n.. figure:: https://raw.github.com/alyssaq/face_morpher/master/examples/plot.png\n   :alt: plot\n\nAverage all face images in a folder:\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n85 images used\n\n| ``> python facemorpher/averager.py --images=images --blur --background=transparent``\n| ``--width=220 --height=250``\n\n.. figure:: https://raw.github.com/alyssaq/face_morpher/master/examples/average_faces.png\n   :alt: average\\_faces\n\n.. _`Use as pip library`:\n\nUse as pip library\n---------------------------------\n::\n\n    $ pip install facemorpher\n\nExamples\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nAdditional options are exactly the same as the command line\n\n::\n\n    import facemorpher\n\n    # Get a list of image paths in a folder\n    imgpaths = facemorpher.list_imgpaths('imagefolder')\n\n    # To morph, supply an array of face images:\n    facemorpher.morpher(imgpaths, plot=True)\n\n    # To average, supply an array of face images:\n    facemorpher.averager(['image1.png', 'image2.png'], plot=True)\n\n\nOnce pip installed, 2 binaries are also available as a command line utility:\n\n::\n\n    $ facemorpher --src=<src_imgpath> --dest=<dest_imgpath> --plot\n    $ faceaverager --images=<images_folder> --plot\n\nTry out in a docker container\n---------------------------------\nMount local folder to `/images` in docker container, run it and enter a bash session.\n--rm removes the container when you close it.\n::\n\n    $ docker run -v  /Users/alyssa/Desktop/images:/images --name py3 --rm -it jjanzic/docker-python3-opencv bash\n\nOnce you're in the container, install ``facemorpher`` and try the examples listed above\n::\n\n    root@0dad0912ebbe:/# pip install facemorpher\n    root@0dad0912ebbe:/# facemorpher --src=<img1> --dest=<img2> --plot\n\nDetails\n------------\n-  Face points are detected with stasm. This library relies on the `python wrapper around stasm`_.\n\nDocumentation\n-------------\n\nhttp://alyssaq.github.io/face_morpher\n\nBuild & publish Docs\n^^^^^^^^^^^^^^^^^^^^\n\n::\n\n    ./scripts/publish_ghpages.sh\n\nLicense\n-------\n`MIT`_\n\n.. _Being John Malkovich: http://www.rottentomatoes.com/m/being_john_malkovich\n.. _Mac installation steps: https://gist.github.com/alyssaq/f60393545173379e0f3f#file-4-opencv3-with-python3-md\n.. _MIT: http://alyssaq.github.io/mit-license\n.. _OpenCV: http://opencv.org\n.. _Homebrew: https://brew.sh\n.. _source: https://github.com/opencv/opencv\n.. _python wrapper around stasm: https://github.com/alyssaq/stasm\n.. _stasm: http://www.milbo.users.sonic.net/stasm\n\n\n",
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