LEARNING PATH: TensorFlow: Computer Vision with TensorFlow

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LEARNING PATH: TensorFlow: Computer Vision with TensorFlow, Learn image processing and neural networks with Tensorflow from scratch

Created by Packt Publishing

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What you'll learn

• Learn to build powerful multiclass image classifiers
• Understand how to build a neural feature extractor that can embed images into a dense and rich vector space
• Perform fine-tuning optimization on new predictive tasks using pre-trained neural networks
• Build functional model class and methods with Keras
• Know how to choose the right loss function and evaluation metric for the right task
• Build a computational graph representation of a neural network
• Train a neural network with automatic back propagation
• Learn to optimize a neural network with stochastic gradient descent and other advanced optimization methods