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Remember when we all thought we needed to buy those special AI training datasets?

About two years ago, I dropped around $300 on a 'premium' dataset for a personal image generation project. I figured the paid data would give me a clear edge. In my experience, it took weeks to clean and format, and the results were barely different from what I got later using properly filtered public data. Honestly, I wish I'd just spent that time learning better data prep techniques instead. Has anyone else found that paid training data wasn't worth the cost for smaller projects?
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3 Comments
ivan82
ivan822mo ago
Oof, that's rough. I had a similar thing happen with a text dataset last year. Spent way too much on it only to find the same info was in a public library, just organized differently. Feels like they're selling the promise more than the actual data sometimes. What kind of project were you working on?
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the_phoenix
Ugh, my friend had that happen with a photo set. Paid a ton, then found the same pictures free on a museum site.
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juliaa25
juliaa251mo ago
Honestly @the_phoenix, that's just how it goes sometimes. People pay for the convenience of having things packaged up, not for stuff nobody else has. Your friend just got unlucky with the search.
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