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Compared YOLOv8 against that older ResNet model for my project

After 3 weeks of testing on my dataset, YOLOv8 was 40% faster and way more accurate at spotting defects in metal parts, has anyone else noticed a big gap between new and old object detection models?
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stone.evan
stone.evan11d agoTop Commenter
YOLOv8 crushed it in my tests too.
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cameron_chen63
Crushed it is right, mine ran so smooth it felt like cheating. I half expect the next version to just start writing code on its own and asking for a coffee break. Honestly though, I don't trust it because I still stink at tuning the hyperparameters. I just slam default settings and hope for the best. Works okay for me so far but I know I'm leaving performance on the table.
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