Video and Optical Flow – Create a Smart Speed Camera

Course

Online

Price on request

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

In this course we’ll build an app that tracks object through video and can determine their speed. Our application will be able to capture point in our object and track their position in real-time. Speed reading will be shown on the video.

The big topics we’ll be covering is optical flow, which is what allow us to track points in video. We’ll cover camera intrinsics to understand more in depth how our camera works. We’ll visualize the speed and path using visual optical flow patterns. This course uses Python 3.

Frameworks and tools covered: Python 3.6 (updated for Python 3.7), Anaconda 5.2, NumPy 1.16, OpenCV-Python 3.4.2

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Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Basic to intermediate Python skills.

It is recommended to take this course as part of the Python Computer Vision Mini-Degree, which includes 8 courses on the fundamentals of coding with Python, and teaches core concepts in computer vision.

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Access
  • Computing
  • Camera

Course programme

Intro 2:54


Intro 2:54



2:54

Development Environment - Anaconda 8:04


Development Environment - Anaconda 8:04



8:04

1-1 Videos 11:41


1-1 Videos 11:41



11:41

1-2 Optical Flow 1 12:09


1-2 Optical Flow 1 12:09



12:09

1-3 Optical Flow 2 13:11


1-3 Optical Flow 2 13:11



13:11

1-4 Optical Flow 3 12:34


1-4 Optical Flow 3 12:34



12:34

1-5 Camera Intrinsics 10:52


1-5 Camera Intrinsics 10:52



10:52

1-6 Applications of Optical Flow 11:06


1-6 Applications of Optical Flow 11:06



11:06

2-1 Working with Video Files 9:22


2-1 Working with Video Files 9:22



9:22

2-2 Computing Good Features to Track 9:57


2-2 Computing Good Features to Track 9:57



9:57

2-3 Optical Flow - Part 1 10:11


2-3 Optical Flow - Part 1 10:11



10:11

2-4 Optical Flow - Part 2 8:53


2-4 Optical Flow - Part 2 8:53



8:53

2-5 Computing Speed 9:49


2-5 Computing Speed 9:49



9:49

2-6 Displaying Speed 6:58


2-6 Displaying Speed 6:58



6:58

Conclusion 2:04


Conclusion 2:04



2:04

Additional information

On-demand, 24/7 access 2.3 hours of video Certificate of completion Source code and PDF notes Closed captions

Video and Optical Flow – Create a Smart Speed Camera

Price on request