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tfserving

Here are 21 public repositories matching this topic...

tuvovan / ml_in_production

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

docker nginx machine-learning deep-learning rest-api tfserving uwsgi-nginx-docker mlops fastapi

Updated Sep 22, 2021
Python

sayakpaul / deploy-hf-tf-vision-models

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

docker kubernetes serverless tensorflow keras transformers locust autoscaling tfserving onnx kubernetes-engine huggingface vision-transformers vertex-ai

Updated Aug 22, 2022
Jupyter Notebook

pratos / tfserving_client

Python gRPC Client to access remote gRPC TensorFlow Server

tensorflow python-grpc-client tfserving

Updated Apr 6, 2017
Protocol Buffer

Alwaysproblem / TFServing-setup-tutorial

basic tutorial for Tensorflow Serving.

docker golang tutorial gpu grpc tfserving

Updated Jan 31, 2021
Python

Nerdward / mlops_with_kubeflow

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

docker kubernetes tensorflow kind tfserving tenssorflow-serving kserve

Updated Dec 2, 2023
Jupyter Notebook

violet-day / tfserving-warmup-example

warmup tfserving

Updated Mar 14, 2019
Python

hypnosapos / yellow-pachyderm

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

kubernetes tensorflow pachyderm kubernetes-deployment kvc tfserving tf-serving tfx gcs-bucket tfma vck

Updated Oct 19, 2018
Makefile

easonlai / tensorflow_minions_spongebob_classification

Tensorflow Minions Spongebob Classification

machine-learning deep-neural-networks deep-learning neural-network tensorflow cnn tf2 classification image-classification machinelearning deep-learning-tutorial cnn-keras cnn-model tfserving cnn-classification tensorflowserveing

Updated Apr 24, 2020
Jupyter Notebook

ekunnii / grpc_model_serving

Demo to serve model with gRPC

opencv tensorflow grpc tfserving

Updated Dec 7, 2020
Python

ferneutron / tfserving

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.

python tensorflow keras tfserving tfx

Updated Apr 30, 2024
Python

DhruvSurajSingh2002 / Blight-Disease-Classification-FullStack-CNN

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.

api machine-learning front-end cloud backend reactjs tensorflow cnn full-stack tfserving

Updated Oct 15, 2023
Jupyter Notebook

jatin837 / potato_blight_detection

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

docker computer-vision tensorflow numpy python3 convolutional-neural-networks tfserving fastapi

Updated Jun 22, 2023
PureBasic

mariamkhmahran / bird-classifier-ui

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

mysql python docker flask computer-vision deep-learning tensorflow birds conservation classification faster-rcnn object-detection tfserving species-identification

Updated Jul 5, 2023
Python

zehra5495 / Potato_Disease_Prediction_System

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.

python deep-learning reactjs tensorflow gcp cnn reactnative tfserving fastapi

Updated Dec 22, 2023
Jupyter Notebook

rpnugroho / house-price-multi-input

Predict house price using Keras functional API.

tensorflow tfserving streamlit

Updated Feb 15, 2021
Python

newcomingsoon / deep_image_model

Deep convolution/recurrent neural network project with TensorFlow

golang tensorflow tfserving

Updated Jul 22, 2019
Python

sbcd90 / hey

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

oauth load-testing grpc k8s tfserving knative

Updated Apr 10, 2019
Go

rootfs / tfserving-resnet-client-go

Tensorflow Serving ResNet gPRC Go Client

golang tensorflow grpc resnet grpc-go tfserving

Updated Nov 28, 2018
Go

rakesh-racharla / Keras-Tfserving-Conversion-Notebook

Jupyter Notebook that demonstrates the conversion of Keras Model to TFServing architecture

python keras jupyter-notebook keras-tensorflow tfserving

Updated Mar 16, 2020
Jupyter Notebook

benelot / tf-serving-demo

A small example project for accessing TensorFlow serving from the JVM

java scala tensorflow tensorflow-tutorials tfserving

Updated Mar 5, 2017
Protocol Buffer

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