Reputation: 1
Looking for scientific article references for the network architecture presented in Deep MNIST for Experts tutorial (https://www.tensorflow.org/versions/r0.9/tutorials/mnist/pros/index.html)
I have a similar image processing data and I'm looking for a good vanilla architecture, any recommendations? Currently the best solution for this problem are wavelet transform based solutions
Upvotes: 0
Views: 192
Reputation: 676
You probably don't want to look at Deep MNIST for Experts as an example of a good architecture for MNIST or as a scientific baseline. It's more an example of basic Tensorflow building blocks and a nice introduction to convolutional models.
I.e, you should be able to get equal or better results with a model with 5% of the free parameters and less layers.
Upvotes: 0