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Oreilly Learning Path: TensorFlow-Slim for Complex Model Building and Training

Video Introducing this tutorial

Introduction
Welcome To The Course
About The Author


TensorFlow-Slim Wrapper Functions
Variables In TensorFlow-Slim
Layers In TensorFlow-Slim: Part - 1
Layers In TensorFlow-Slim: Part - 2
Scopes In TensorFlow-Slim: Part - 1
Scopes In TensorFlow-Slim: Part - 2


Defining Deep Neural Network Models
Multilayer Feedforward Neural Network In TensorFlow-Slim: Part - 1
Multilayer Feedforward Neural Network In TensorFlow-Slim: Part - 2
Download And Visualize The Flower Dataset With TensorFlow-Slim
Deep Convolutional Neural Network With TensorFlow-Slim
Download And Explore The DBpedia Dataset
Text Convolutional Neural Network With TensorFlow-Slim


Conclusion
Wrap Up And Thank You




Introduction
Welcome To The Course
About The Author


Training Deep Neural Network Models
Loss Function Module In TensorFlow-Slim: Part - 1
Loss Function Module In TensorFlow-Slim: Part - 2
Training Routines In TensorFlow-Slim: Part - 1
Training Routines In TensorFlow-Slim: Part - 2


Evaluating Deep Neural Network Models
Evaluation Metrics Module In TensorFlow-Slim: Part - 1
Evaluation Metrics Module In TensorFlow-Slim: Part - 2
Evaluation Routines In TensorFlow-Slim: Part - 1
Evaluation Routines In TensorFlow-Slim: Part - 2


Tuning Deep Neural Network Models
Fine-Tuning Existing Models In TensorFlow-Slim: Part 1
Fine-Tuning Existing Models In TensorFlow-Slim: Part 2
Tensorboard - Visualize Neural Networks And Inspect Model Learning


Conclusion
Wrap Up And Thank You

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