FourthBrain / FastAPI-for-Machine-Learning-Live-DemoLinks
This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the FastAPI web framework, and application leverage the newly-released Stable Diffusion text-to-image deep learning model.
☆173Updated 2 years ago
Alternatives and similar repositories for FastAPI-for-Machine-Learning-Live-Demo
Users that are interested in FastAPI-for-Machine-Learning-Live-Demo are comparing it to the libraries listed below
Sorting:
- Demo Computer Vision Project☆65Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.☆284Updated 2 months ago
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆241Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated last month
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆79Updated 3 years ago
- This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various fra…☆54Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆92Updated 3 years ago
- Reference code base for ML Engineering, Manning Publications☆131Updated 4 years ago
- Engineering MLOps, published by Packt☆188Updated last month
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Updated last year
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- Deploy ML models with FastAPI, Docker, and Heroku☆88Updated 3 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- Machine Learning Engineering with Python☆185Updated last month
- Demo for CI/CD in a machine learning project☆114Updated 2 years ago
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆145Updated 2 years ago
- ☆37Updated 3 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 3 years ago
- Machine Learning for Imbalanced Data, published by Packt☆277Updated last month
- mlops template☆311Updated 9 months ago
- Educational materials on deep learning by Weights & Biases☆640Updated 9 months ago
- ☆249Updated last month
- MLOps maturity assessment☆61Updated 2 years ago
- This repository will take you through creating a FastAPI StableDiffusion app (including Dockerfile) all the way to adding a new feature u…☆38Updated 2 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆221Updated 3 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆27Updated 3 years ago
- ☆56Updated 2 years ago