Which "pooling" do you choose?
In the main "pooling" method, there is max pooling.
If the background in a figure is almost uniform, "Max pooling" must be best practice.
Is that right?
I tried the following.
1. Conv pooling
2. Conv pooling and max pooling
3. max pooling
The accuracy of each method is following.
1. 98.5 - 99.1%
2. 99.0 - 99.2%
3. 99.3%
Therefore, If the background in a figure is almost uniform, "Max pooling" is best.