A set of demo of deploying a Machine Learning Model in production using various methods
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Sep 22, 2021 - Python
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tfserving
Here are 21 public repositories matching this topic...
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
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Aug 22, 2022 - Jupyter Notebook
Python gRPC Client to access remote gRPC TensorFlow Server
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Apr 6, 2017 - Protocol Buffer
Hands-on labs on deploying machine learning models with tf-serving and KServe
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Dec 2, 2023 - Jupyter Notebook
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
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Oct 19, 2018 - Makefile
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.
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Apr 30, 2024 - Python
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
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Apr 24, 2020 - Jupyter Notebook
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
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Jul 5, 2023 - Python
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.
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Oct 15, 2023 - Jupyter Notebook
End-to-end ⚔️ deep learning 🤖 based blight detection in potato plant🥔🥔 using convolutional neural network
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Jun 22, 2023 - PureBasic
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.
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Dec 22, 2023 - Jupyter Notebook
Deep convolution/recurrent neural network project with TensorFlow
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Jul 22, 2019 - Python
Predict house price using Keras functional API.
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Feb 15, 2021 - Python
Jupyter Notebook that demonstrates the conversion of Keras Model to TFServing architecture
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Mar 16, 2020 - Jupyter Notebook
A small example project for accessing TensorFlow serving from the JVM
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Mar 5, 2017 - Protocol Buffer
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