Vent: my little image sorter hit 94% accuracy after 3 weeks of labeling, and the last 6% is driving me nuts

Mason Davis · 2026-10-07T19:35:03.595671+00:00

I built a small model to sort photos of parts in my garage, just bins and bolts, nothing fancy. I labeled about 400 pics by hand over 3 weeks and got it to 94% on my test set, which honestly shocked me. The last 6% is all blurry shots and two bins that look the same under my shop light. I tried adding more data but it barely moved, so now I'm stuck. Should I just relabel the bad shots or is there a smarter way to handle lookalike classes?

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Vent: my little image sorter hit 94% accuracy after 3 weeks of labeling, and the last 6% is driving me nuts | AI Innovations - The Community Guide