Germano Moreira

Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse

Sandro Augusto Magalhães, Luís Miguel Garcia de Castro, Germano Moreira et al. · Sensors · 2021 · 165 citations · Full text

Benchmark of Deep Learning and a Proposed HSV Colour Space Models for the Detection and Classification of Greenhouse Tomato

Germano Moreira, Sandro Augusto Magalhães, Tatiana M. Pinho et al. · Agronomy · 2022 · 81 citations · Full text

Artificial Intelligence, Ssd Mobilenet V2, Convolutional Neural Network +23

Deep Learning YOLO-Based Solution for Grape Bunch Detection and Assessment of Biophysical Lesions

Isabel Pinheiro, Germano Moreira, Daniel Queirós da Silva et al. · Agronomy · 2023 · 33 citations · Full text

Engineering, Machine Learning, Feature Detection +17

Assessing the potential use of drainage from open soilless production systems: A case study from an agronomic and ecotoxicological perspective

Miguel G. Santos, Germano Moreira, Ruth Pereira et al. · Agricultural Water Management · 2022 · 20 citations · Full text

Hydroponics, Engineering, Potential Use +18

Toward Grapevine Digital Ampelometry Through Vision Deep Learning Models

Sandro Augusto Magalhães, Luís Miguel Garcia de Castro, Leandro Rodrigues et al. · IEEE Sensors Journal · 2023 · 14 citations · Full text