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Machine Vision Project (Milestone 1 - Data Augmentation) which is supervised by: Dr. Hossam Abdelmunim and Eng. Yehia Zakaria and submitted by: Ali Essam, Ahmed Hussein, and Mohamed Ibrahim

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Augmento

To help in solving the Image Augmentation problem, we introduce Augmento. Augmento is a python-based program which takes existing dataset of images and produces a larger dataset by applying different image transforming techniques randomly.

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Some Features:

  1. Augments large dataset folders
  2. Outputs any number of images you want
  3. Works on (png, jpg, and jpeg) formats
  4. Has different augmentation techniques (check below)
  5. Resizes images as you want
  6. Has an option to merge multiple augmentation types into one

Available augmentation techniques are:

1) Grayscale

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2) Rotation

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3) Zoom

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4) Brightness

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5) Horizontal shift

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6) Vertical shift

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7) Horizontal flip

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8) Vertical flip

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You can download the .exe file for windows and enjoy

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Machine Vision Project (Milestone 1 - Data Augmentation) which is supervised by: Dr. Hossam Abdelmunim and Eng. Yehia Zakaria and submitted by: Ali Essam, Ahmed Hussein, and Mohamed Ibrahim

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