dvc-pipeline
There are 130 repositories under dvc-pipeline topic.
DigitalProductschool/AI-Makerspace
AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
mlops-guide/dvc-gitactions
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
finloop/usad-torchlightning
Implementation of USAD (UnSupervised Anomaly Detection on multivariate time series) in PyTorch Lightning
Hassi34/brain-tumor-classification
This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medical images
c17hawke/AIOps-project-DVC-NLP-usecase
AIOps-project-DVC-NLP-usecase
shcheklein/dvc-docker-example
An example of DVC pipeline with a Docker-wrapped command
Hassi34/aps-fault-detection
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
hzdr/dvc_tutorial_series
Small collection of dvc tutorials
iterative/sagemaker-pipeline
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training
Pratik94229/Chicken-Disease-Classification-Project
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.
shcheklein/ensemble-dvc-template
Skeleton for DVC pipeline to evaluate multiple models together
Hassi34/COVID-19-chest-X-ray-image-classification
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
KalyanM45/End-to-End-Chest-Disease-Classification
This repository offers a comprehensive solution for chest disease detection, covering data ingestion, preprocessing, model training, and CI/CD deployment pipelines. From raw data to automated deployment, streamline your chest disease detection process with our end-to-end solution.
MidnightSkyUniverse/census_classifier_with_fastAPI
Census data classification model with Random Forest Classifier
SiddharthaShandilya/air_quality_index_prediction
THIS WEB_APP ALLOWS USER TO PREDICT THE AIR QUALITY INDEX BASED ON FEATURES LIKE TEMPERATURE, WIND VELOCITY, ATMOSPHERIC PRESSURE
AurelienCallens/pytorch-mflow-dvc
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
calltech/dvc-pipeline
This project explains how to automate data and machine learning pipelines using various tools, such as DVC, OmegaConf, Hydra, and MLFlow to achieve that.
DagsHub/open-source-data-pipeline
A repository that holds machine learning projects that uses DVC for data pipeline orchestration
Daniel-Andarge/AiML_ACIS-insurance-solutions
The ACIS project is dedicated to advancing risk and predictive analytics within car insurance planning and marketing in South Africa, representing an innovative insurance solution that leverages advanced technology and data analytics.
Hassi34/dvc-project-template
A boilerplate template for DVC(Data Version Control) Project
IIT-CCHT/alceo
Code and documentation about the Automatic Looting Classification from Earth Observation (ALCEO) project.
inf-0077/mlops-exemplo
Este repositório contém a aplicação base para o curso INF-0077 (MLOPS) do IC-UNICAMP
iterative/get-started-pipelines
DVC Get Started project with a focus on creating pipelines with `dvc stage`
Karan-Choudhary/SuperResolution
GAN based Super resolution media engine
samhubs/face_recognition
A tutorial on using modern tools such as DVC, Poetry, Github Actions, Pytorch for developing and deploying AI.
Shuyib/data-version-ctrl
Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.
SiddharthaShandilya/Medical-Image-Processing
The Covid Detection application
vaibhav-vemula/Pedestrian_Detection_DVCPipeline
DVC pipeline for Object Detection using YoloV5 with Data Versioning and Transforming
Vedansh1857/end-to-end-dl-project
End-to-end deep learning project to classify the human kidneys as either tumor or normal.
DataForgeOpenAIHub/mlops-credit-card-fraud-detection-end-to-end
End to End Machine Learning MLOps Project for Credit Card Fraud Detection using Ensemble Models, Data and Model Versioning through DVC, Github Actions, and Deployment
MartinKalema/Kidney-Disease-Classification-MLflow-DVC
End to End Kidney Disease Classification
RiteshYennuwar/ETE_Disease_Classification
End-to-End Machine Learning project aimed at classifying diseases from medical images. This project uses DVC (Data Version Control) to manage the pipelines and the VGG16 model for image classification.
SiddharthanSingaravel/PII-Data
Personally Identifiable Information Detection Strategies in Student Writing
spolivin/mle-project-sprint-1-v001
Building Airflow/ETL/DVC pipelines for data processing and model training
subhayudutta/Sentiment-Analysis-of-Flipkart-Reviews
This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.