My sub-second sprite judge can't tell a profile from a 3/4 view
I run a pipeline that draws 2D fighting-game characters with image and video models, then checks every drawing before it ships. A check that fails means paying to redraw. For a while the checks went to a cloud vision model, which takes about 10–15 seconds per call. So I wrote a NumPy-only "pixel ju…
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- 2026-11-07 05:18 · DEV Community — Machine Learning
My sub-second sprite judge can't tell a profile from a 3/4 view