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LEARNING PATH: TensorFlow: Computer Vision with TensorFlow

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LEARNING PATH: TensorFlow: Computer Vision with TensorFlow

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
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