Dual-Deployments-on-Vertex-AI

deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

textual-inversion-pipeline

Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes

https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

semantic-segmentation-ml-pipeline

ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service wit...

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-b...

tf-serving-k8s-tutorial

A Tutorial for Serving Tensorflow Models using Kubernetes

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

mlops-hf-tf-vision-models

MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.