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Yeah, I'm working on a computer vision product, and the dtaa collection is a nightmare. Not just collecting alot, but getting enought samples for each class and
by codingslave 7y ago
Yeah, I'm working on a computer vision product, and the dtaa collection is a nightmare. Not just collecting alot, but getting enought samples for each class and each type of situation that might arise. It makes me want to pull my hair out.
- grizzly_bear 7y agoTricky question: how do you define "enough"? :) (I usually answer my clients as a joke: "thing about the MAXIMUM number of images you can provide me. Well 'enough', for us, is twice more!")
- codingslave 7y agoWhen I've tuned my models a million ways and they still overfit? I'm suspecting I don't have enough
- grizzly_bear 7y agoI mean, the tricky part is to have an estimation of the number of images before you even train your model :) (usually for budgeting reasons)