Ricardo Savii's repositories
video_image_features
Repository with code to extract different features from video and images.
credit-fraud-dealing-with-imbalanced-datasets-mlops
Reimplementing a Kaggle solution into mlops
gpam_stats
Implementation of statistics used for paper soon to be cited here
shiny_meta_analyzer
Repositório do aplicativo Meta-análise desenvolvido em projeto no ICT-UNIFESP.
ml-api-template
Machine learning api template
projeto_evasao_unifesp
projeto de análise da evasão na Universidade Federal de São Paulo, uma aplicação de Aprendizado de Máquina em Direitos Humanos
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
curso_r_shiny_semacomp_2016
Material foi desenvolvido para o treinamento "Introdução ao R e Shiny" ministrado na SEMaComp 2016 no Instituto de Ciência e Tecnologia da Universidade Federal de São Paulo.
curso_Rmarkdown
Material para curso de rmarkdown ministrado no ICT-UNIFESP como complemento da disciplina Simulação de Sistemas.
Getting-and-Cleaning-Data-Course
Archive for the final project of the Course "Getting and Cleaning Data"
simulacao_unifesp
repositório para projeto da UC simulação se sistemas
2021-HBA-U-Net
S Tang, Z Qi, J Granley, M Beyeler (2021). U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina. MICCAI OMIA8 Workshop 2021, online.
fashion-detection
Fashion Detection in the Wild (Deep Clothes Detector)
FastAPI-for-Machine-Learning-Live-Demo
This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the FastAPI web framework, and application leverage the newly-released Stable Diffusion text-to-image deep learning model.
mlplatform-workshop
🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
pymapme
Easy mapping for Pydantic models
pytorch-unet-for-retina-vessel-segmentation
a simple and easy to follow pytorch implementation of U-net for retina vessel segmentation
Vertex-AI-Pipeline-Scheduler
Schedule your pipelines and use automated deployment for your pipelines