O'reilly computer vision pdf

  • Book for computer vision

    A computer vision library is basically a set of pre-written code and data that is used to build or optimize a computer program.
    The computer vision libraries are numerous and tailored to specific needs or programming languages..

  • Is computer vision a library?

    A computer vision library is basically a set of pre-written code and data that is used to build or optimize a computer program.
    The computer vision libraries are numerous and tailored to specific needs or programming languages..

  • What is difference between computer vision and machine vision?

    Machine vision systems involve image processing and work on a set of rules and parameters to support manufacturing applications such as quality assurance.
    On the other hand, computer vision refers to the capture and automation of image analysis..

Book Description

Deep learning is the driving force behind many recent advances in various computer vision (CV) applications.
This book takes a hands-on approach to help you to solve over 50 CV problems using PyTorch1.x on real-world datasets.
You'll start by building a neural network (NN) from scratch using NumPy and PyTorch and discover best practices for tweakin.

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Key Features

Implement solutions to 50 real-world computer vision applications using PyTorch

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What You Will Learn

Train a NN from scratch with NumPy and PyTorch

American computational psychologist

Randall Charles O'Reilly is a professor of psychology and computer science at the Center for Neuroscience at the University of California, Davis.
His lab moved to UC Davis from the University of Colorado at Boulder in 2019.

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