# Freshwater Microscopic Algae Detection Based on Deep Neural Network with GAN-Based Augmentation for Imbalanced Algal Data

> Research article (ACS ES&T Water, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4384666203](https://www.wikidata.org/wiki/openalex:W4384666203)  
**Source**: https://4ort.xyz/entity/freshwater-microscopic-algae-detection-based-on-deep-neural-network-with-gan-based-augmentation-for-imbalanced-algal-dat