Problem 58951. Neural Net: Convolutional NN wK Evolve Matrices Determination for LED Digit images; Variant Images Scored
This challenge is to return final WH, WP, and K matrices, given initial XImgset, WH, WP, K, EPY using convolution(Ximg,K), ReLU on the hidden layer and Softmax on the output layer. Training images are LED binary matrices of digits 1:9 and 0. Sets of variants will be tested to show success beyond the training set. (Scale, Offset, Noise, zeroed node(s), intra-shifts).
Back Propagation on WH and WP. Custom K evolve algorithm provided. Standard Back Propagation for K in future.
Test sets 2 thru 5 show various Pixelations of numbers and the Neural Net success rate. Just fun to look at the data.
Appears more training sets required and possibly more nodes to have high success. One translate not good.
[WP,WH,dK]=ConvNN_Process(XImgset,K,WH,WP,EPY)
The matlab Latex code for making the CNN Processing chart included in template.
Solution Stats
Solution Comments
Show commentsProblem Recent Solvers3
Suggested Problems
-
1899 Solvers
-
11152 Solvers
-
Convert single-precision floating-point number to binary representation
33 Solvers
-
317 Solvers
-
Determine if input is a Narcissistic number
197 Solvers
More from this Author308
Problem Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!