I wanted to sharpen and upscale images without uploading them to some server. It turns out you can...
I wanted to sharpen and upscale images without uploading them to some server. It turns out you can run the whole ML model right in the browser — the image never leaves the device. Here's what I learned shipping it as two free tools.
The stack
TensorFlow.js (WebGL backend) for inference
UpscalerJS as a thin wrapper around an ESRGAN super-resolution model
All loaded from a CDN — no build step, no backend
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