Jeremy Leipzig, PhD

Jeremy Leipzig, PhD

Bioinformatics engineer & Technical PM. Reproducible research, genomics, pipelines, and metadata. Architect and product leader for early stage therapeutic, diagnostic, and SaaS startups.

Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species†

Published in Research Conference on Metadata and Semantics Research, 2020

Recommended citation: Leipzig, J., Bakis, Y., Wang, X., Elhamod, M., Diamond, K., Dahdul, W., Karpatne, A., Maga, M., Mabee, P., Bart, H.L., et al. (2021). "Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species." Research Conference on Metadata and Semantics Research 2020, 3-12. https://doi.org/10.1007/978-3-030-71903-6_1

This paper demonstrates how biodiversity image quality metadata can enhance CNN classification of fish species.

Recommended citation: Leipzig, J., Bakis, Y., Wang, X., Elhamod, M., Diamond, K., Dahdul, W., Karpatne, A., Maga, M., Mabee, P., Bart, H.L., et al. (2021). “Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species.” Research Conference on Metadata and Semantics Research 2020, 3-12.