data42lana / end-to-end-cv-mlops-project
The end-to-end computer vision (object detection) project with MLOps, including a model training pipeline/workflow, an API, and an application for detecting and counting house sparrows in a photo.
☆26Updated last year
Alternatives and similar repositories for end-to-end-cv-mlops-project
Users that are interested in end-to-end-cv-mlops-project are comparing it to the libraries listed below
Sorting:
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.☆23Updated last year
- An end-to-end machine learning (mlops) project☆28Updated 2 years ago
- Machine Learning Ops Project☆29Updated last year
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆67Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Awesome MLOps Course Outline☆34Updated 2 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, d…☆17Updated last month
- MLOps for deploying a Credit Risk model☆30Updated last year
- Machine Learning Model and Deployment for Classification of Mango Varieties☆10Updated 2 years ago
- LLM Engineering CrashCourse☆101Updated last year
- Gen AI Large Language Model Projects☆58Updated last year
- Example code and notebooks related to mlflow, llmops, etc.☆43Updated 10 months ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆45Updated 9 months ago
- ☆29Updated 2 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- ☆16Updated 3 months ago
- Demo for CI/CD in a machine learning project☆105Updated last year
- Machine Learning DevOps Engineer Nanodegree☆10Updated 3 years ago
- Deep Learning Projects on TensorFlow and Keras☆20Updated 11 months ago
- a distributed end-to-end image classification system using kubernetes☆11Updated 4 months ago
- A hands on advanced RAG tutorials☆23Updated last month
- End-to-end MLOps Credit Default Project using DABs☆19Updated 5 months ago
- I am using confluent Kafka cluster to produce and consume scraped data. In this project, I've created a real-time data pipeline that uti…☆29Updated 2 years ago
- NLP/LLM Mlops Pipeline to dev/train/evaluation, scalable deploy and monitoring systems.☆21Updated last year
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- ☆123Updated 6 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year