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Spent 14 hours training an AI model that still couldn't tell a cat from a couch

I was trying to build a simple image classifier for my pet blog using a pre-trained model from last year. Figured it would take me an afternoon, but after 14 hours of tweaking layers and data sets, it kept labeling my orange tabby as "brown sofa." Has anyone else hit a wall where the AI just refuses to learn the basics?
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3 Comments
lucashenderson
Oh man, I totally disagree here... 14 hours is nothing for getting a model to work right. Maybe the problem is your training data, not the AI itself.
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ray562
ray5624d ago
Last time I spent 14 hours on a dataset it was just pixel noise.
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brooke448
brooke4484d ago
Ray562's got a point, check your data before blaming the model, @lucashenderson.
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