Can I read GANs for Embryo Image Classification on EtoBox?

GANs for Embryo Image Classification by senthilnathan is a document available to read on EtoBox.

What is GANs for Embryo Image Classification about?

This document provides an overview of an embryo classification project using GANs. The goals are to classify embryo images based on quality and other metrics. The challenges are small dataset size and variation in images over time. GANs were used to generate synthetic images to increase dataset size. Different GAN architectures like feed-forward, Stack, and BEGAN were experimented with. The BEGAN model achieved the best results but mode collapse occurred due to empty wells. Further pre-processing and techni

Author

senthilnathan

Language

EN