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Image processing pipeline to reduce the backlighting of photos with Zero-DCE and traditional computer vision techniques. Motivated by backlighting issues with Zoom.

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tennisoctocat/zoom-backlighting

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Reducing Zoom Backlighting

The goal of this project is to mitigate the negative effects of backlighting on videos or photos of people.

Zoom_Backlight_Experiment.ipynb contains the code I used to develop my pipeline and experiment with different methods. This is where the bulk of the code is.

VisionDataAnalysis.ipynb contains the code I used to evaluate my models using the data from my survey.

CropPhotos.ipynb contains utilities to crop photos so that they were all the same size.

live-video is a folder with code used to evaluate live video. I did not end up using this in the final version of the project, since I chose to focus on images.

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Image processing pipeline to reduce the backlighting of photos with Zero-DCE and traditional computer vision techniques. Motivated by backlighting issues with Zoom.

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