Renan Siqueira Antonio's repositories
python-pdf-tool
This project facilitates the extraction of text from PDF files using various Python libraries. It is designed to be flexible, allowing the choice among different text extraction libraries and supporting both single PDF file and directory containing multiple PDF files.
python-investment-simulation-tool
A python tool to simulate investments from an asset portfolio in a time window
face-key-points-extract
A Python tool designed for image processing with a focus on face feature extraction. It uses libraries like dlib and mediapipe for advanced face detection and processing.
my-own-WGAN-GP-implementation
My own GAN implementation (WGAN-GP with Pytorch)
autoencoder-research
A comprehensive toolkit built with PyTorch, designed to facilitate the training, evaluation, and visualization of autoencoders. From simple linear autoencoders to convolutional and variational architectures, this project offers an intuitive and expandable framework for anyone delving into the realm of unsupervised learning.
face-recognition-research
This project pertains to video analysis, face recognition, and image clustering.
folder-size-scanner
A simple python tool to scan directories and log their sizes
gan-research
This project presents a novel approach to Generative Adversarial Networks (GANs) by employing two generators in competition with each other and against a common discriminator.
image-to-text-tool
This tool processes images and generates textual descriptions using advanced machine learning models
my-own-BEGAN-implementation
My own implementation of a GAN in the BEGAN architecture with pytorch
python-data-augmentation-tool
This project is an image processing and augmentation tool
python-x-ray-effect-tool
A useful tool for creating datasets with characteristics of x-ray images
dlib
A toolkit for making real world machine learning and data analysis applications in C++
image-comparison-tool
This project is designed to compare a set of generated images with a set of original images.
my-ai-images-portfolio
My portfolio for my AI implementations
pySafeVault
SafeVault is an intuitive and robust security tool specifically designed to ensure the protection of your vital files and folders. With SafeVault, you can have peace of mind knowing that your data is protected from unauthorized access, ensuring your privacy and security in an increasingly vulnerable digital world.
python-tool-organizer-files
This project is a Python-based utility designed to automate the process of sorting and organizing image files into designated folders. It identifies files based on specific markers in their filenames and categorizes them accordingly.
reinforcement-learning-cart-pole
This repository provides implementations of a Q-learning agent to balance a pole on a cart.
reinforcement-learning-frozen-lake
This project aims to explore the basic concepts of Reinforcement Learning using the FrozenLake environment from the OpenAI Gym library.
SeekScanVidAI
A video search tool using artificial intelligence to obtain an index of topics covered