Energy Aware UI Design Tool ver2

check out application at(not available now): http://165.132.105.120:13000/
only for Desktop not for mobile
not perfect yet

ver2 Tool development:
Joonbeom Park: joonb14@gmail.com Gyurin Hwang: gyurinida@gmail.com Sunho Lee: myshlee417@naver.com

This tool is designed for UI designers and App developers.
Who are not considering about Power Usage of Mobile device.
Today most Mobile devices uses OLED display.
OLED display's power usage is related to color of UI
To be simple, white based UIs are bad and black based UIs are good for Power saving

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This work includes tutorials in my repository.
Somethings are for experiments before making UI tool
And somethings are included in the UI tool
followings are the projects that is used in UI tool
Python3_Monsoon_ADB: https://github.com/joonb14/Python3_Monsoon_ADB.git
Python3_Image_Clustering: https://github.com/joonb14/Python3_Image_Clustering.git
PowerUsageofPixelXL_SVM_modeling: https://github.com/joonb14/PowerUsageofPixelXL_SVM_modeling.git

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IDEA: Current UIs are not Practical in Power Consumption Issue

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To achieve SVM model for Power estimation

Since the dataset was not sufficient we added additional 866 solid color images

Overall Flow

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UI Design Tool on flask

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UI Tool Screenshot

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Result

mini-batch K means clustering always returns slight different result with the same image So buffering original cluster is important when its time to change colors (I didn't implement it yet. So quite often the changing color function won't work as you want) So still working on ...