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It’s a terrific analogy. The alternative is to believe that a 5GB model somehow contains a database of 160 million images.
by valine 3y ago
It’s a terrific analogy. The alternative is to believe that a 5GB model somehow contains a database of 160 million images.
- greysphere 3y ago"With four parameters I can fit an elephant, and with five I can make him wiggle his trunk” It seems like you could calculate how much data is within X% error of a 5GB model, and what X% should be for 'visual data'. I bet it's pretty big.
- TillE 3y agoIt's a fine analogy, but the map is not the territory. Machine learning is not human learning, even if it works in a vaguely comparable way. It's still a computer program that uses an enormous amount of copyrighted work as its input.