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How I built object-tracking GIF captions on serverless GPUs (and kept the bill bounded)

This story is from 2026-10-01. It is preserved in the archive; the latest stories are on the live feed.

I built GifGadgets , a set of GIF tools that run in the browser. Most of it is boring client-side work. Two features are not: captions that follow an object through a GIF, and background removal or replacement. Both use segmentation models (SAM 2 and 3.1) on a serverless GPU (Modal). This post cove…

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  1. 2026-10-01 15:35 · DEV Community — AI
    How I built object-tracking GIF captions on serverless GPUs (and kept the bill bounded)

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