satinder147 / image_deionising_auto_encoder Goto Github PK

Hi,
Not an ML expert, your code is well formatted and easy to understand but I have a few questions.
First is why you'd use LeakyRelu, I know what it does is prevent vanishing gradient to 0 but I thought there's other optimizers that can do this efficiently, funny enough I can't remember one of head, likely wrong there.
2. You didn't use a deep network with Dense so wouldn't that help make it smarter?
3. What if you could use opencv to add noise and stream a video of rock paper scissors to your autoencoder using time distributed believe that would converge quicker.
4. You called your model "Models" which is a bit confusing.
5. You called the auto encoder twice in the training section.