AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
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Updated
Aug 28, 2024 - JavaScript
AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper
Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning
This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medical images
An example of DVC pipeline with a Docker-wrapped command
This project contains the production ready Machine Learning solution to make the prediction on the batch of data coming from Air Pressure system (APS) sensors
Skeleton for DVC pipeline to evaluate multiple models together
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
Census data classification model with Random Forest Classifier
THIS WEB_APP ALLOWS USER TO PREDICT THE AIR QUALITY INDEX BASED ON FEATURES LIKE TEMPERATURE, WIND VELOCITY, ATMOSPHERIC PRESSURE
This project aims to classify chicken fecal samples into two categories: diseased (Coccidiosis) and healthy. The classification is based on analyzing images of the fecal samples using computer vision techniques.
GAN based Super resolution media engine
This is a test project to learn how to use pytorch (pytorch-lightning) for computer vision and how to include DVC and MLflow in my workflow
A repository that holds machine learning projects that uses DVC for data pipeline orchestration
DVC pipeline for Object Detection using YoloV5 with Data Versioning and Transforming
This contains the dvc files created from data versioning.
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