MitoGAN
Feb – May 2023 | Mentors: Gav Sturm, Wallace Marshall
Built an image processing pipeline and trained a GAN to generate synthetic mitochondria images for downstream dynamics modeling. ~600 real images produced ~30,000 synthetic samples (50x).
Which image of mitochondria is real?
Preprocessing pipeline.
GAN architecture.
Loss curves across preprocessing and architecture combinations.
Did you guess correctly?