dagshub

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

data-science machine-learning circleci ai tensorflow gcp cloud-computing machinelearning cicd aiops mlops mlflow mlflow-tracking-server fastapi machine-learning-operations industry-standard-practices experiments-tracking dvc-pipeline dagshub

UpdatedMar 31, 2023
Python

Sengarofficial /Predictive_Maintenance_With_MLops

Star4

Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraft’s remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.

javascript css python flask data-science machine-learning numpy pandas mlops mlflow mlops-workflow mlops-project dagshub

UpdatedNov 5, 2023
CSS

Abhi0323 /BMI-Prediction-with-MLflow-DagsHub

Star3

This project applies machine learning models to predict BMI categories based on individual physical attributes, utilizing MLflow for experiment tracking and model management, with integration into DagsHub for collaborative data science workflows. It showcases the power of MLflow in enhancing model lifecycle management and reproducibility.

version-control xgboost model-management mlflow experiment-tracking dagshub

UpdatedApr 19, 2024
Python

tushar2704 /Wine_Quality

Star2

This project aims to predict the quality of wines using various machine learning algorithms. It utilizes the MLflow platform to manage the end-to-end machine learning lifecycle, including data preprocessing, model training, hyperparameter tuning, and deployment on AWS EC2.

css python html docker aws data-science deployment artificial-intelligence flask-application cicd dagshub streamlit-tushar2704 tushar2704

UpdatedJun 6, 2024
CSS

DagsHub /open-source-data-pipeline

Star2

A repository that holds machine learning projects that uses DVC for data pipeline orchestration

open-source machine-learning ai machinelearning hacktoberfest dvc mlops dvc-pipeline hacktoberfest-2023 dagshub

UpdatedSep 13, 2023

DagsHub /open-source-ml-models

Star1

This repository holds open-source machine learning models for various domains ready to download and use

open-source machine-learning opensource ai models machinelearning hacktoberfest machine-learning-models hacktoberfest-2023 dagshub

UpdatedOct 16, 2023

ajeetbpr /mlflow-experiments

Star1

This is the project to track the experiments using ML Flow and doing collaborative experiment tracking on remote server using DagsHub

machine-learning mlops mlflow dagshub

UpdatedOct 19, 2023
Python

MartinKalema /Kidney-Disease-Classification-MLflow-DVC

Star1

End to End Kidney Disease Classification

pretrained-models vgg16 mlflow-tracking dvc-pipeline dagshub

UpdatedMar 29, 2024
Jupyter Notebook

skp-1997 /Image-Captioning-with-MLFLOW

Star1

This repository trains image captioning model using CNN and Transformers.

jupyter-notebook transformers nlp-machine-learning cnn-keras image-caption-generator mlflow-tracking generative-ai dagshub

UpdatedAug 23, 2024
Jupyter Notebook

govardhanvembadi /CustomerChurn

Star1

This project focuses on forecasting customer churn in the telecom industry by leveraging various features. The goal is to implement a straightforward, real-time prediction system capable of handling both batch and online predictions. The predictive model is deployed using Streamlit, providing an interactive and user-friendly interface for exploring

data-science machine-learning dvc mlflow streamlit dvc-pipeline dagshub

UpdatedFeb 3, 2024
Jupyter Notebook

RijoSLal /BrainTumorDetection_MLOPS

Star1

FastAPI-based Brain Tumor Detection system following MLOps principles, enabling efficient model deployment, automated data handling, and seamless API integration for real-time predictions

tensorflow dvc mlops mlflow-tracking-server fastapi vision-transformer dagshub

UpdatedFeb 15, 2025
Jupyter Notebook

ssandra102 /car_sales_data_science_workflow

Star1

End to End Data science workflow for Car Price prediction

data-science mlflow mlflow-sklearn mlops-workflow dagshub

UpdatedDec 21, 2023
CSS

subhayudutta /SignSpotter

Star1

TrafficSignSpotter predicts Indian traffic signs by analyzing images, leveraging advanced machine learning algorithms to ensure accurate recognition and timely detection, enhancing road safety and compliance with traffic regulations.

python cnn dvc mlops mlflow dagshub

UpdatedJul 16, 2024
Python

heydido /INRCoinSense

Star1

A Deep Learning project to detect and classify INR coins

computer-vision deep-learning pytorch object-detection object-classification dvc mlops mlflow yolov5 dagshub

UpdatedJul 8, 2024
Python

Dhanush-R-git /MLoperations-project-with-mlflow

Star1

This project involves building a end to end ML to predict the quality of wine based on various chemical properties. The dataset used includes features such as acidity, sugar content, pH level, and alcohol content. The goal is to provide an accurate prediction of wine quality on a scale from 0 to 10.

python aws deployment docker-container azure python3 flask-application html-css-javascript elasticnet azure-webapp wine-quality mlops mlflow azure-pipelines wine-quality-prediction dagshub