Search Results for author: Fabricio Breve

Found 5 papers, 3 papers with code

From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks

1 code implementation27 Nov 2023 Fabricio Breve

This paper investigates video game identification through single screenshots, utilizing five convolutional neural network (CNN) architectures (MobileNet, DenseNet, EfficientNetB0, EfficientNetB2, and EfficientNetB3) across 22 home console systems, spanning from Atari 2600 to PlayStation 5.

On tuning a mean-field model for semi-supervised classification

no code implementations28 Apr 2022 Emílio Bergamim, Fabricio Breve

Semi-supervised learning (SSL) has become an interesting research area due to its capacity for learning in scenarios where both labeled and unlabeled data are available.

COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles

1 code implementation18 Nov 2021 Fabricio Breve

These were further increased to 99. 25% and 99. 24%, respectively, through an ensemble with five instances of DenseNet169.

Image Classification

Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation

1 code implementation9 May 2020 Fabricio Breve, Carlos Norberto Fischer

We also propose a dataset to train the classifiers, including indoor and outdoor situations with different types of light, floor, and obstacles.

Transfer Learning

Building Networks for Image Segmentation using Particle Competition and Cooperation

no code implementations14 Feb 2020 Fabricio Breve

Computer simulations are performed on some real-world images from the Microsoft GrabCut database, and the segmentation results related in this paper show the effectiveness of the proposed method.

Image Segmentation Segmentation +1

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