What suddenly existed that allowed these breakthroughs to occur that did not exist before? What made technology conducive to Al breakthroughs that could not have happened years ago? Was it faster processors, smarter programming from the coding community or something else? What suddenly happened that permitted these breakthroughs to happen?
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What helped our research is that people purposely went out and grabbed a truckload of data and aggregated it together free of use. Google “my thingy dataset” and you’ll likely run into at least a semi-learnable dataset to train AI on.
If you get a nice prototype, next step is to get more or contract out people to get it for you. With how much “stuff” we’ve collected over the internet years (and progressively even more), AI will become even better trained with time.
Another important thing is labeling. Image tags like woman, dog, and blue really help with downloading a massive amount of those tags. Labels are important to train AI in seeking certain characteristics. Many websites now have tags added into all data.
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