https://github.com/easonlai/tensorflow_minions_spongebob_classification

Tensorflow Minions Spongebob Classification
https://github.com/easonlai/tensorflow_minions_spongebob_classification

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

Last synced: 25 days ago
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Tensorflow Minions Spongebob Classification

• Host: GitHub
• URL: https://github.com/easonlai/tensorflow_minions_spongebob_classification
• Owner: easonlai
• Created: 2020-04-24T14:56:26.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-04-24T15:29:59.000Z (almost 5 years ago)
• Last Synced: 2024-11-10T23:38:59.801Z (3 months ago)
• Topics: classification, cnn, cnn-classification, cnn-keras, cnn-model, deep-learning, deep-learning-tutorial, deep-neural-networks, image-classification, machine-learning, machinelearning, neural-network, tensorflow, tensorflowserveing, tf2, tfserving
• Language: Jupyter Notebook
• Size: 30.9 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Tensorflow Minions Spongebob Classification

This is demostration of building Convolutional Neural Network (CNN) model to classify Minions & Spongebob images with Tensorflow. After model preparation, export and package it as Tensorflow Serve (TF Serve) compatible format. Model training performance telemetry data will be push to Azure Machine Learning (AML) for tracking and monitoring purpose.

Details article on Medium ([Tensorflow Serving with Azure](https://medium.com/@easonlai888/tensorflow-serving-with-azure-cf7626deb906))

![alt text](https://github.com/easonlai/tensorflow_minions_spongebob_classification/blob/master/images/cnn_model_summary.PNG)