StomaGAN: Improving image-based analysis of stomata through Generative Adversarial Networks
(2025)
Journal Article
Gibbs, J., & Gibbs, A. (2025). StomaGAN: Improving image-based analysis of stomata through Generative Adversarial Networks. in silico Plants, https://doi.org/10.1093/insilicoplants/diaf002
Stomata regulate gas exchange between plants and the atmosphere, but analysing their morphology is challenging due to anatomical variability and artifacts during image acquisition. Deep learning (DL) can address these challenges but often requires la... Read More about StomaGAN: Improving image-based analysis of stomata through Generative Adversarial Networks.