Other Image DataSets

[Dharmanath]

I am trying the same code for other dataset but I am not getting expected results.

[ratopi]

What did you expect?
What is the content and format of the dataset?
If you have trouble feeding data to the network, you may have a look at my fork:
https://github.com/ratopi/JavaCNN and my example for feeding original MNIST data to the network: https://github.com/ratopi/javacnn.mnist

[Dharmanath]

I have used it for the classification of images ( training dataset includes car, food, and football ). I have converted the image dataset to grayscale pixel and feeding it to CNN.