Building TargetV1: A Confidence-Gated Recognition Pipeline (and the Blackwell GPU Bug That Almost Stopped Me)
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I Built a Recognition App That Admits When It's Not Sure. Here's What It Took. I've been building a personal image recognition project for a while now, and somewhere along the way it turned into something I actually want to write about. It's called TargetV1, and the short version is: it's a system…
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- 2026-09-03 22:23 · DEV Community — Machine Learning
Building TargetV1: A Confidence-Gated Recognition Pipeline (and the Blackwell GPU Bug That Almost Stopped Me)