Computer vision study guide

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Study guide for computer vision with the code, suggested solution and description.

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Description

Computer Vision

Ioannis Gkioulekas, Kris Kitani, and Svetlana Lazebnik computer vision

Topics includes:

  • Image filtering and hough transform

  • Augmented Reality with Planar Homographies

  • 3D Reconstruction

  • Compute the IDF with Haris kernels

  • Digit recognition with convolutional neural networks

  • Deep learning by PyTorch

The structure of code is as following format:

  • Data (Images, raw input)
  • ec (helper functions)
  • main code (MATLAB, Jupyter notebook)
YouTube player

Additional information

Format

Pdf, Word (Only solution), Code, Bundle

How to download zip files?

Go to Account>profile/downloads menu. Press Downloads tab, choose pdf, download the file downloader. Or find the link in your email and download the file. Find the downloaded file and rename it to have prefix .zip (e.g. uc.zip).

Type

document

Cancelation policy

Non refundable. This is final sale.

How to download Large Zip files?

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