Keras Model Doesn't Seem To Work

I have the following keras model and when I train the model, it doesn't seem to learn from it. I asked around and got different suggestions like weights are not initialised properl

Solution 1:

I found the solution. I had to normalise/scale the images for proper training. It's now training properly. Here's the link that helped me with it.