Re:Scribble – Convert handwriting into digital text
by Dimi9909 on Friday May 26, 2017 @10:05AM
(#14424108)
this kinda thing was well studied and developed nearly 30 years ago already.....
Deep leaning, ML are all hypes.
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Re:Scribble – Convert handwriting into digital text
by mlaskin on Friday May 26, 2017 @10:42AM
(#14424369)
Thank you for commenting!
ML / NN have been around for a while, but there are a few reasons Scribble is only possible now:
1) Although classifying MNIST digits is the "hello world" of ML, doing the same with notes is substantially more difficult. The algorithm has to figure out sentence structure, punctuation, paragraph breaks, lists, and tons of other features that are hard to train. This problem is still a major research topic academically.
2) As a corollary to (1), while OCR has been around for a while, handwriting OCR has never worked due to (1).
3) Computing power has never been so cheap, training the algorithm would have been very expensive before AWS / Azure / etc abstracted hardware and made it inexpensive
Re:Scribble – Convert handwriting into digital text
by Vekz on Friday May 26, 2017 @10:06AM
(#14424119)
Without any links or proof, this is a low value comment.
Re:Scribble – Convert handwriting into digital text
by aout on Friday May 26, 2017 @10:21AM
(#14424227)
Do you need links or proofs if I tell you the sky is blue ?
OCR has been around for decades. This approach is only interesting if it improves OCR via NN. Would love to learn more about this process (the improvement, not the training...).