FourthBrain / FastAPI-for-Machine-Learning-Live-Demo
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.
☆162Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FastAPI-for-Machine-Learning-Live-Demo
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆239Updated last year
- Demo for CI/CD in a machine learning project☆93Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆125Updated last year
- Demo Computer Vision Project☆59Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆197Updated 2 years ago
- ☆38Updated 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…☆37Updated 2 years ago
- MLOps maturity assessment☆57Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆99Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆183Updated 9 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- An end-to-end project on customer segmentation☆82Updated last year
- Streamlit and FastAPI app for water potability assessment☆29Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.☆217Updated last week
- This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various fra…☆53Updated last year
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆79Updated last year
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆137Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated 11 months ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆134Updated 9 months ago
- MLOps for deploying a Credit Risk model☆27Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Serving TensorFlow models with TensorFlow Serving☆44Updated 2 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 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- Code for the "Build Your Own Search Engine" workshop☆72Updated 4 months ago
- Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs☆82Updated 8 months ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆60Updated last year
- Classifies kitchen stuff items into 6 categories: cups, glasses, plates, spoons, forks and knives☆19Updated last year
- Maternal Health Risk prediction MLOps pipeline☆39Updated last year