Intelligent classifier for various degrees of coffee roasts using smart multispectral vision system

MY Lin, CH Chen, JH Lu - Journal of Field Robotics, 2024 - Wiley Online Library
This study proposes an innovative deep learning model for use in a multispectral vision
system comprising a complementary metal‐oxide semiconductor image sensor and a …

Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection-Towards Precise Fish Morphological Assessment in Aquaculture Breeding

W Liu, J Tan, G Lan, A Li, D Li, L Zhao, X Yuan… - arXiv preprint arXiv …, 2024 - arxiv.org
Accurate phenotypic analysis in aquaculture breeding necessitates the quantification of
subtle morphological phenotypes. Existing datasets suffer from limitations such as small …

Marigold: A machine learning-based web app for zebrafish pose tracking

G Teicher, RM Riffe, W Barnaby, G Martin, BE Clayton… - bioRxiv, 2024 - biorxiv.org
High-throughput behavioral analysis is important for drug discovery, toxicological studies,
and modeling neurological disorders such as autism and epilepsy. Zebrafish embryos and …