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Many companies are utilizing the cloud for their day to day activities. Many big cloud service providers like AWS, Microsoft Azure have been success-fully serving its increasing customer base. A brief understanding of the char-acteristics of production virtual machine (VM) workloads of large clou... Read more

Official repository of "TensorFlow Serving with Docker for Model Deployment" Coursera Project

AWS Neuron Deep Learning Containers (DLCs) are a set of Docker images for training and serving models on AWS Trainium and Inferentia instances using AWS Neuron SDK.

:art::art: tensorflow serving and deep model online https://dataxujing.github.io/tensorflow-serving-Wechat/?transition=convex#/

This is the code repository for our work on resourcing-on-demand GPU provisioning for serverless deep learning serving.

In this tutorial, we will deploy a Pre-trained TensorFlow model with the help of TensorFlow Serving with Docker, and we will also create a visual web interface using Flask web framework which will serve to get predictions from the served TensorFlow model and help end-users to consume through API ... Read more

Assessing external car damage, i.e., severity and location using Deep Learning and deploy it using flask and tensorflow serving.

Boilerplate for deploying Deep Learning models using Flask, tensorflow serving and docker-compose

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)

Many companies are utilizing the cloud for their day to day activities. Many big cloud service providers like AWS, Microsoft Azure have been success-fully serving its increasing customer base. A brief understanding of the char-acteristics of production virtual machine (VM) workloads of large clou... Read more