For UNet, in order to get rid of the background images that are not nano particles, we first segment the nano particle.
After segmentation, we put the segmented image to segment the pores & compare the peformance difference.
TODO
[ ] Segment nano particles
[ ] From the segmentation, create a new dataset that removes background that are not nano particles
What
Segment nano particles
Why
For UNet, in order to get rid of the background images that are not nano particles, we first segment the nano particle. After segmentation, we put the segmented image to segment the pores & compare the peformance difference.
TODO