From Shaky Farm Videos to Sharp Diagnoses - Building a Client-Side Media Pipeline

📰 Dev.to · Nicanor Korir

How Shamba-MedCare processes user media entirely in the browser. Image compression, video frame extraction, blur detection with Laplacian variance, and why the server never sees raw uploads.

Published 24 Jan 2026
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