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PrintGuard 2.0 — ShuffleNetV2 + few-shot prototypical network, TFLite via LiteRT, ≈5 MB, runs unmodified in the browser (Pyodide) and on CPython [P]

Via r/MachineLearning
Monday, Jun 15, 2026 · 11:47AM
Summary

Hi everyone, I shared PrintGuard here about a year ago as a few-shot FDM failure detector built on a ShuffleNetV2 backbone classified by a prototypical network — the model from my dissertation, packaged with a hub and a web UI. v2.0 ships today and is a complete rewrite of everything around the mode

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