FerrariDG / async-ml-inferenceLinks
PoC with FastAPI and Celery to ML inference
☆92Updated 3 years ago
Alternatives and similar repositories for async-ml-inference
Users that are interested in async-ml-inference are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆73Updated 4 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆228Updated 7 months ago
- BentoML Example Projects 🎨☆141Updated last year
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- Get your MLOps (Level 1) platform started and going fast.☆127Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆104Updated 4 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Barebones Python FastAPI in Kubernetes☆135Updated 4 years ago
- ⚠️ Development moved to Sourcehut☆49Updated 2 years ago
- ☆72Updated 5 years ago
- Kafka variant of the MLOps Level 1 stack☆27Updated 3 years ago
- Simple and flexible ML workflow engine☆420Updated 2 years ago
- FastAPI Skeleton App to serve machine learning models production-ready.☆598Updated last week
- Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda,…☆67Updated 3 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 4 years ago
- Management Dashboard for Torchserve☆125Updated 2 years ago
- FastAPI-PostgreSQL-Celery-RabbitMQ-Redis bakcend with Docker containerization☆76Updated 2 years ago
- Simple web app example serving a PyTorch model using streamlit and FastAPI☆504Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆224Updated 3 years ago
- Starter template for image recognition server with FastAPI☆25Updated 5 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆113Updated last year
- Video streaming with FastAPI☆77Updated 3 years ago
- A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.☆231Updated last week
- Serving model through api. FastApi + PytorchLightning☆42Updated 10 months ago
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆108Updated 4 years ago
- MultiOCR, an interface that connects multiple open-source OCR and various Cloud OCR.☆31Updated 2 years ago
- A simple and robust caching solution for FastAPI that interprets request header values and creates proper response header values (powered…☆158Updated last month