FerrariDG / async-ml-inferenceLinks
PoC with FastAPI and Celery to ML inference
☆93Updated 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:
- Working example for serving a ML model using FastAPI and Celery☆74Updated 4 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 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 8 months ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 4 years ago
- ☆72Updated 6 years ago
- BentoML Example Projects 🎨☆142Updated last year
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆125Updated 2 years ago
- Barebones Python FastAPI in Kubernetes☆136Updated 4 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- Get your MLOps (Level 1) platform started and going fast.☆127Updated 2 years ago
- Management Dashboard for Torchserve☆125Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 4 years ago
- ⚠️ Development moved to Sourcehut☆49Updated 2 years ago
- 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
- Dvc + Streamlit = ❤️☆40Updated 2 years ago
- Kafka variant of the MLOps Level 1 stack☆27Updated 3 years ago
- A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.☆231Updated 3 weeks ago
- 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
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆113Updated last year
- mkdocs + material + cool stuff☆64Updated 3 years ago
- Starter template for image recognition server with FastAPI☆25Updated 5 years ago
- tensorflow web app starter pack☆73Updated 5 years ago
- Serving model through api. FastApi + PytorchLightning☆42Updated 11 months ago
- Video streaming with FastAPI☆77Updated 3 years ago
- MultiOCR, an interface that connects multiple open-source OCR and various Cloud OCR.☆32Updated 2 years ago
- Serving PyTorch models with TorchServe☆103Updated 2 years ago
- Simple and flexible ML workflow engine☆421Updated 2 years ago
- FastAPI Skeleton App to serve machine learning models production-ready.☆597Updated 3 weeks ago
- Plugin for deploying MLflow models to TorchServe☆110Updated 2 years ago