Hello Sir,
I've just downloaded the project and run it on my machine. It worked well. As for the accuracy, there are several ways to improve it.
From my point of view, Here are two options.
- changing the architecture of NN
- increasing the number of images for every class
If you want to have a chat about the project, please ping me.
Best regards
Andrey.