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LICENSE

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MIT License
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Copyright (c) 2022 Ali Essam
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

README.md

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# Augmento
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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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![image](https://user-images.githubusercontent.com/102156303/168449066-fb7db7a1-11b2-481d-a15c-43750dbb6e2c.png)
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## Some Features:
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1) Augments large dataset folders
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2) Outputs any number of images you want
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3) Works on (png, jpg, and jpeg) formats
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4) Has different augmentation techniques (check below)
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5) Resizes images as you want
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6) Has an option to merge multiple augmentation types into one
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## Available augmentation techniques are:
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### 1) Grayscale
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![image](https://user-images.githubusercontent.com/102156303/168448901-71c1abf5-2b59-4f83-bbf9-5b9d69dbf7ed.png)
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### 2) Rotation
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![image](https://user-images.githubusercontent.com/102156303/168448918-aa6f0947-0cb6-4324-9961-e943abe1dd1e.png)
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### 3) Zoom
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![image](https://user-images.githubusercontent.com/102156303/168448945-e96f5aa8-03cd-4eec-9f1c-cceedae7c701.png)
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### 4) Brightness
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![image](https://user-images.githubusercontent.com/102156303/168448948-88589617-2ff3-46fc-aa23-a8c0909c42ca.png)
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### 5) Horizontal shift
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![image](https://user-images.githubusercontent.com/102156303/168448957-154bf711-3f57-4c08-98a3-ac56ee2c75a0.png)
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### 6) Vertical shift
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![image](https://user-images.githubusercontent.com/102156303/168448962-7ff03c4b-4394-428b-8889-a31c49378d77.png)
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### 7) Horizontal flip
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![image](https://user-images.githubusercontent.com/102156303/168448963-e2fd8c8c-8066-430a-b621-944d74ff5a4a.png)
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### 8) Vertical flip
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![image](https://user-images.githubusercontent.com/102156303/168448965-d6010080-4259-4dfa-9623-ccf12ab91a98.png)
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You can download the .exe file for windows and enjoy

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