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Renan Siqueira Antonio's Projects

autoencoder-research icon 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.

dlib icon dlib

A toolkit for making real world machine learning and data analysis applications in C++

face-key-points-extract icon 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.

facemoodmesh icon facemoodmesh

Analysis of facial key points and facial expression in videos with Python and OpenCV

gan-research icon 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-comparison-tool icon image-comparison-tool

This project is designed to compare a set of generated images with a set of original images.

image-to-text-tool icon image-to-text-tool

This tool processes images and generates textual descriptions using advanced machine learning models

neuralarticlefinder icon neuralarticlefinder

A Python Natural Language Processing tool that uses advanced Artificial Intelligence techniques to recommend articles based on semantic similarity.

opencv icon opencv

Open Source Computer Vision Library

pyinstanteffect icon pyinstanteffect

PyInstantEffect is a real-time video manipulation tool that allows users to apply a variety of effects while playing a video

pyrarretriever icon pyrarretriever

A Python-based tool designed to automate the process of password recovery for RAR-protected files.

pysafevault icon 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.

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