Gabriel Nascarella Hishida

gabrielnhn @ duck . com

LinkedIn/gabriel-nascarella-hishida

GitHub/gabrielnhn

I'm a masters student in Data Science and Artificial Intelligence at Delft University of Technology 🇳🇱.
My interests lie in computer vision, robotics and deep learning.

Before this, I graduated with honours in BSc Computer Science at UFPR 🇧🇷,
and was doing research on ML/CNNs/GANs in the Laboratory of Vision, Robotics and Imaging (VRI).

Projects

I was part of a robotics team called Yapira UFPR Robotics Team.
We received an award for out camera-based line follower robot in RCX 2023.

University Projects

”Using Conditional Generative Adversarial Networks for Data Augmentation in Pneumothorax Classification”

Experimented on GAN architectures in order to generate lung images from poor segmentation inputs for pneumothorax classification (PDF, GitLab)

”Photomosaic from dominant patch color”

Based on 20x20 .ppm tiles. GitHub

Publications (From BSc.)

"Look where you’re going: Classifying drivers' attention through 3D gaze estimation". 2023/1 Bsc thesis

PDF | GitHub Repo

"VRI-GazeNet: 3D Gaze Estimation for Real-time Applications" LARS 2023

PDF | GitHub Repo