Gustavo de Rosa's Projects
💧 An OpenSea fully-customizable integration that allows the creation of smart contracts.
✏️ A Doccano-based project designed to fulfill ML-based needs.
📋 Apostila para o curso de Aprendizado de Máquina do programa de Pós-Graduação em Ciência da Computação da UNESP.
🔑 Plain MongoDB, Express, AngularJS and NodeJS scope with authorization and login services.
🤖 A Python-implemented Telegram bot with its own API for holding any customized needs.
🧠 An intelligent Python-inspired Machine Learning API for training NLP-based models.
🎯 Classipy is an open-source web-based application that combines the power of python deep learning packages with an user-friendly interface.
Python API for writing multiprocessing pipelines
🌐 Codipy holds a basic scaffold design for institutional applications.
📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
🐊 Changes CryptoMeleon's colors with just a few lines of code.
📄 Official implementation regarding the chapter "Fine-Tuning Deep Belief Networks with Harmony-Based Optimization".
📄 Official implementation regarding the paper "Fine-Tuning Dropout Regularization in Energy-Based Deep Learning".
🐾 Dualing is a Python library that implements dual-based neural learning.
📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".
😉 This is the repository containing a simple, yet powerful, resolution of a facial recognition task using PCA.
📄 Official implementation regarding the paper "Evaluating Artificial Images Through Score-based Classifications".
📄 Official implementation regarding the paper "Genetic Programming Operators into Artificial Machine Learning Losses".
👻 An image-to-text and text-to-voice application focused on accessibility.
⚙️ A Go-based API boilerplate for speeding up future projects.
🔥 An image processing utility built upon OpenCV to generate motion heat maps from video-based sources.
👁️ An easy-to-use iris recognition system based on Daugman's approach.
🤖 An RPA-based tool for extracting information over JUCESP.
🍀 Scraps data from Leafly and collects amazing weed-based meta-data.
💡 Learnergy is a Python library for energy-based machine learning models.
☕ Integration library, built to assimilate LibOPT and Caffe together.
✋ A hand tracking system that integrates a classification architecture which decodes gestual alphabet into text.
📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".
🍴Fork from kOchirasu/Maple2.
🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.