Multispecies deep learning using citizen science data produces more informative plant community models

P Brun, DN Karger, D Zurell, P Descombes… - Nature …, 2024 - nature.com
In the age of big data, scientific progress is fundamentally limited by our capacity to extract
critical information. Here, we map fine-grained spatiotemporal distributions for thousands of …

Rank-based deep learning from citizen-science data to model plant communities

P Brun, DN Karger, D Zurell, P Descombes… - bioRxiv, 2023 - biorxiv.org
In the age of big data, scientific progress is fundamentally limited by our capacity to extract
critical information. We show that recasting multispecies distribution modeling as a ranking …

Application of deep neural networks for military symbol recognition from sketch images

KĐ Nguyễn, TA Pham, BTD Le, TAH Le… - JMST's Section on …, 2024 - online.jmst.info
The purpose of this research is to test the effectiveness of deep neural networks in
recognizing sketch images, particularly military symbols. Sketch images are highly abstract …