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Do the standard datasets not work too well (e.g. MNIST or NIST)? http://yann.lecun.com/exdb/mnist/ http://yann.lecun.com/exdb/mnist/ http://www.cs.toronto.edu
by IanCal 9y ago
Do the standard datasets not work too well (e.g. MNIST or NIST)?
http://yann.lecun.com/exdb/mnist/ http://yann.lecun.com/exdb/mnist/
http://www.cs.toronto.edu/~tijmen/affNIST/ http://www.cs.toronto.edu/~tijmen/affNIST/
https://www.nist.gov/srd/nist-special-database-19 https://www.nist.gov/srd/nist-special-database-19
- yeldarb 9y agoTried those first but no, they didn't work great with the data I was able to extract; those datasets are only handwritten digits which apparently weren't close enough to the computer printed ones. I think the artifacts from the square borders (eg if it's slightly mis-cropped or misaligned) were also tripping up the model before I had my custom dataset loaded in there. Edit: I should say this was my first stab at doing machine learning so I may be missing something; definitely open to ideas or suggestions!