Deep learning based stacking ensembles for tropical sorghum classification

Subtle morphological differences among sorghum varieties make varietal identification difficult in breeding and seed production, increasing the risk of contamination, reduced grain quality, and challenges in maintaining seed purity for farmers. This research integrates deep learning with a stacking...

Full description

Bibliographic Details
Published in:Journal of Agriculture and Food Research
Main Authors: Muhammad Aqil, Muhammad Azrai, Roy Efendi, Nining Nurini Andayani, Suwardi, Bunyamin Zainuddin, Suarni, Herawati, Andi Irma Damayanti, Muhammad Jihad, Syafruddin, Ramlah Arief, Paesal, Yustisia, Rahman
Format: Article
Language:English
Published: Elsevier 2025-06-01
Subjects:
Machine learning
VGG-Net
DenseNet-121
Squeeze-net
ResNet-50
Sorghum
Online Access:http://www.sciencedirect.com/science/article/pii/S2666154325003023

Internet

http://www.sciencedirect.com/science/article/pii/S2666154325003023

Similar Items