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As someone who is woefully uninformed about ML and CV: in a case like this, is the computer simply given the bitmap/vector graphic and left to learn how to inte
by stirner 10y ago
As someone who is woefully uninformed about ML and CV: in a case like this, is the computer simply given the bitmap/vector graphic and left to learn how to interpret the data as lines and shapes? Or is there some preprocessing done to transform the data into something more "ML-friendly"?
- malux85 10y agoIn Deep Learning, you can feed the raw pixels into the network and it will interpret the data as lines and shapes .. The only preprocessing done is likely size reduction - the QuickDraw canvas is quite high resolution, so it's probably scaled down with (just linear interpolation)
- stirner 10y agoThanks. Come to think of it, I remember seeing a series of deep learning examples that were trained on raw data and were able to create well-formed TeX, XML, and other formats, so it makes sense that the same principle would apply to image data.