tfserving

A set of demo of deploying a Machine Learning Model in production using various methods

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

Python gRPC Client to access remote gRPC TensorFlow Server

basic tutorial for Tensorflow Serving.

Hands-on labs on deploying machine learning models with tf-serving and KServe

Using pachyderm as pipeline engine to serve "taxi chicago" machine learning models

This repository contains code to train, export and serve a Tensorflow model with TFServing. Additionally, this repository provides the installation and configuration of TFServing through a Docker image.

A Flask web application for the classification of bird species built using TFServing, Docker and MySQL.

Tensorflow Minions Spongebob Classification

Demo to serve model with gRPC

Blight is a term used to describe various plant diseases caused by pathogens such as fungi, bacteria, or oomycetes. These diseases can affect a wide range of plants, including crops, trees, and ornamental plants. Blight diseases are highly contagious and can spread rapidly, leading to severe damage to agricultural crops.

End-to-end ⚔️ deep learning 🤖 based blight detection in potato plant🥔🥔 using convolutional neural network

Utilizing deep learning and CNNs, this repository showcases a robust model for early detection of potato diseases. With TensorFlow, FastAPI, and TF Serving, the system integrates efficient backend operations. ReactJS and React Native power the user-friendly frontend. Explore for end-to-end insights, from data preprocessing to model deployment.

hey-for-TF-serving is a tiny program that sends some load to a tensorflow-serving grpc server hosted on Knative-serving/K8S.

Predict house price using Keras functional API.

Deep convolution/recurrent neural network project with TensorFlow

A small example project for accessing TensorFlow serving from the JVM

Project Page

Tensorflow Serving ResNet gPRC Go Client