Smart Agriculture and AI

A miniaturized Arabidopsis thaliana - Botrytis cinerea seedling pathosystem and the GreenDayz workflow for longitudinal image-based phenotyping

A high-throughput UAV millimetric imaging pipeline for plant density phenotyping reveals high heritability in wheat-pea sole crops and intercrops.

The paper develops a UAV-based imaging pipeline to predict plant density in wheat and pea crops, showing high heritability across diverse intercropping scenarios.

Multistage AI Crop Inspection and Segmentation Framework (MACISF)

MACISF is a deep learning framework for automated fruit quality evaluation, achieving high accuracy in classification, health detection, and defect localization.