Search Results for author: Eduardo A. B. da Silva

Found 2 papers, 1 papers with code

A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit

3 code implementations25 Jan 2021 Rafael Padilla, Wesley L. Passos, Thadeu L. B. Dias, Sergio L. Netto, Eduardo A. B. da Silva

Recent outstanding results of supervised object detection in competitions and challenges are often associated with specific metrics and datasets.

Object object-detection +1

Automatic Detection of Aedes aegypti Breeding Grounds Based on Deep Networks with Spatio-Temporal Consistency

no code implementations29 Jul 2020 Wesley L. Passos, Gabriel M. Araujo, Amaro A. de Lima, Sergio L. Netto, Eduardo A. B. da Silva

Using the ResNet-50-FPN as a backbone, we achieve F$_1$-scores of 0. 65 and 0. 77 on the object-level detection of `tires' and `water tanks', respectively, illustrating the system capabilities to properly locate potential mosquito breeding objects.

object-detection Object Detection

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