The Resource Building advanced OpenCV 3 projects with Python, Riaz Munshi

Building advanced OpenCV 3 projects with Python, Riaz Munshi

Label
Building advanced OpenCV 3 projects with Python
Title
Building advanced OpenCV 3 projects with Python
Statement of responsibility
Riaz Munshi
Title variation
Building advanced Open Source Computer Vision three projects with Python
Creator
Speaker
Subject
Language
eng
Summary
"This course features some trending applications of vision and deep learning and will help you master these techniques. You will learn how to retrieve structure from motion (sfm) and you will also see how we can build an application to capture 2D images and join them dynamically to achieve street views by capturing camera projection angles and relative image positions. You will also learn how to track your head in 3D in real-time, and perform facial recognition against a goldenset. You will also build an app to capture facial emotions based on a CovNet. Next, you'll generate panoramas using image stitching and we extend this concept by generating a map based on the trajectory of ISS. You'll also learn to build an application to capture beautiful panoramas and also achieve AR effects. You then delve into one of the most trending domains of computer vision: autonomous cars. You'll learn about various architectures and develop the skills to detect lanes, and segment and track vehicles in traffic.You will be using Carla, which is a open driving simulator by Intel, for your project to train a car learn how to drive itself using an end-to-end model. By the end of this course you will have learned to perform 3D reconstruction by stitching multiple 2D images and recovering camera projection angles. You will also have learned to capture facial landmark points and recognize emotion in images, including in real time. You will also have learned to generate a panorama of a scene and augment a camera view with virtual objects. You will be familiar with the field of self-driving cars and its history, and will have trained a car to drive itself in a simulator."--Resource description page
Cataloging source
UMI
Characteristic
videorecording
http://library.link/vocab/creatorName
Munshi, Riaz
LC call number
TA1634
PerformerNote
Presenter, Riaz Munshi
Runtime
211
http://library.link/vocab/subjectName
  • OpenCV (Computer program language)
  • Image processing
  • Python (Computer program language)
  • Computer vision
  • Machine learning
Technique
live action
Label
Building advanced OpenCV 3 projects with Python, Riaz Munshi
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788394291
Instantiates
Publication
Note
  • Title from title screen (viewed February 27, 2018)
  • Date of publication from resource description page
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1026400910
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000943
System control number
(OCoLC)1026400910
Video recording format
other
Label
Building advanced OpenCV 3 projects with Python, Riaz Munshi
Link
http://databases.mvlc.org/connect/safari?uiCode=&xmlId=9781788394291
Publication
Note
  • Title from title screen (viewed February 27, 2018)
  • Date of publication from resource description page
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Configuration of playback channels
unknown
Content category
two-dimensional moving image
Content type code
  • tdi
Content type MARC source
rdacontent
Control code
on1026400910
Dimensions
unknown
Extent
1online resource (1 volume)
Form of item
online
Media category
  • computer
  • video
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • c
  • v
Medium for sound
other
Other physical details
illustrations.
Sound
sound
Sound on medium or separate
sound on medium
Specific material designation
  • remote
  • other
Stock number
CL0500000943
System control number
(OCoLC)1026400910
Video recording format
other

Library Locations

    • Merrimack Valley Library ConsortiumBorrow it
      4 High Street, Suite 175, North Andover, MA, 01845, US
      42.7009413 -71.1255084
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