Recently, I was working on a project to build a web app to process low light images and make them brighter. To do this, I started with a PyTorch implementation of a Machine Learning paper; Learning to See in the Dark¹. The challenge for me was to build a low cost inference API as a demo for my website.

Web Application to process dark images


There were a few unique challenges and decisions required complete this problem. First, A minimum of 8GB of RAM and ideally a GPU is required for efficient image processing. …

Sean Doughty

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