Sandro Augusto Magalhães

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

Grape Bunch Detection at Different Growth Stages Using Deep Learning Quantized Models

André Aguiar, Sandro Augusto Magalhães, Filipe Neves dos Santos et al. · Agronomy · 2021 · 60 citations · Full text

Grape Bunch Detection, Image Classification, Convolutional Neural Network +14

Tethered Unmanned Aerial Vehicles—A Systematic Review

Miguel Marques, Sandro Augusto Magalhães, Filipe Neves dos Santos et al. · Robotics · 2023 · 36 citations · Full text

Engineering, Flying Robot, Unmanned Vehicle +17

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