jonathanreadshaw / ServingMLFastCeleryLinks
Working example for serving a ML model using FastAPI and Celery
☆75Updated 3 years ago
Alternatives and similar repositories for ServingMLFastCelery
Users that are interested in ServingMLFastCelery are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 3 years ago
- PoC with FastAPI and Celery to ML inference☆90Updated 2 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆226Updated 3 months ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆218Updated 3 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated last year
- Simple and flexible ML workflow engine☆421Updated last year
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- BentoML Example Projects 🎨☆138Updated 7 months ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 3 years ago
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- Kafka variant of the MLOps Level 1 stack☆25Updated 3 years ago
- Simple web app example serving a PyTorch model using streamlit and FastAPI☆504Updated last year
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆46Updated last year
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago
- A Streamlit component integrating Label Studio Frontend in Streamlit applications☆77Updated last year