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Visual Learning and Recognition: Difference between revisions
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==Introduction to Data== | ==Introduction to Data== | ||
September 8 | |||
The extremes of data. | |||
If we have very few images, we are working on an extrapolation problem. | |||
As we approach an infinite number of training samples, learning becomes an interpolation problem. | |||
Traditional datasets are in the order of \(10^2-10^4\) training samples. | |||
Current datasets are in the order of \(10^5-10^7\) training samples. | |||
==Data-driven Methods in Vision== | ==Data-driven Methods in Vision== | ||