computational-vision

Motion History Images implementation and experiments as a means to represent moving objects from a video in a single 2D image.

Scaling-up deep neural networks to improve their performance on ImageNet makes them more tolerant to adversarial attacks, but successful attacks on these models are misaligned with human perception.

In this project we investigate the performance of the SetCon model on realistic video footage. Therefore, we implemented the model in PyTorch and tested the model on two example videos.

Complete, simple and cool convolutional neural network framework, built from scratch, parallel able with OpenMP and almost dependency free. Supports custom architectures.

Facial detection and recognition using FaceRecognitionDotNet

It is an image processing project using OpenCV and Python. [Project done on Coursera Project Network]

Development of a hybrid system using YOLOv11 and EKF for drone tracking in inspection scenarios

Projeto de Data Science em Python para análise geoespacial de viabilidade de terrenos utilizando visão computacional com imagens de satélite.

Repositório destinado a documentar os trabalhos desenvolvidos na linguagem Python

Face recognition software written in MATLAB. This recognizes faces, eyes, mouths, noses and other structures. It also allows the inteligent addition of elements to uploaded images (sunglasses, clown noses, masks and others). All the GUI and logic layers are written in MATLAB.

Este projeto utiliza Python e OpenCV para criar um sistema de interpretação de gestos. O objetivo é desenvolver uma aplicação que possa reconhecer e interpretar gestos manuais em tempo real, utilizando técnicas de processamento de imagem e aprendizado de máquina.

Cat or Dog with TensorFlow, first attempt

Projeto de realidade virtual tentando utilizar de algo simples como referencia dentro de um jogo.

Simulates image processing in the visual cortex using Gabor and DoG filters in spiking neural networks.

Cartridge type identifier, based on computational vision, for a hackathon of HP (october 2023)

The objective was to program the "intelligence" of a soccer robot so that it navigates a 2D field using a variation of the A* algorithm.

Extracción de puntos de interés en imágenes utilizando CUDA

computational vision algorithm

Laboratorio de la Semana Tec. Herramientas computacionales: El arte de la programación.

Proyecto realizado durante la Semana TEC - Herramientas computacionales: El arte de la programación.