About this Course

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Course 6 of 6 in the
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Beginner Level
Approx. 16 hours to complete
English

Skills you will gain

Artificial Intelligence (AI)OpencvComputer Visionwatson
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 6 of 6 in the
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level
Approx. 16 hours to complete
English

Offered by

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IBM

Syllabus - What you will learn from this course

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Week
1

Week 1

1 hour to complete

Introduction to Computer Vision

1 hour to complete
5 videos (Total 18 min), 2 readings, 2 quizzes
5 videos
Introduction to Computer Vision4m
Applications of Computer Vision3m
Recent Research in Computer Vision4m
Brainstorming Your Own Applications3m
2 readings
Welcome2m
Articles10m
2 practice exercises
Practice Assessment8m
Graded - (10%) Overview of Computer Vision and its Applications20m
1 hour to complete

Image Classification with IBM Watson

1 hour to complete
6 videos (Total 23 min)
6 videos
Watson Visual Recognition in Action2m
Getting Started with Watson Visual Recognition2m
Classification with Watson Visual Recognition2m
Working with Custom Classifiers5m
Custom Image Classifiers with IBM Watson4m
2 practice exercises
Practice Assessment8m
Graded - (10%) Classifiers with IBM Watson VR - Part 120m
1 hour to complete

Custom Classifiers with Watson Visual Recognition

1 hour to complete
3 videos (Total 8 min), 1 reading, 1 quiz
3 videos
Classifying with Negative Examples2m
Retrain a Visual Recognition Model with Negative Images2m
1 reading
Industry Case Studies with Custom Image Classifiers10m
1 practice exercise
Graded - (10%) Classifiers with IBM Watson VR - Part 225m
Week
2

Week 2

3 hours to complete

Image Processing using IBM Watson and Python

3 hours to complete
3 videos (Total 15 min), 3 readings, 4 quizzes
3 videos
Using Watson Visual Recognition7m
Applications of Watson Visual Recognition6m
3 readings
[Important Reminder] : Completion of Labs2m
Instruction for Obtaining your API Key2m
Articles10m
2 practice exercises
Practice Assessment20m
Graded - (20%) Image Processing using IBM Watson40m
Week
3

Week 3

5 hours to complete

Image Processing using OpenCV and Python

5 hours to complete
3 videos (Total 14 min), 2 readings, 6 quizzes
3 videos
Object Detection with Haar Classifiers3m
Object Detection with OpenCV3m
2 readings
[Important Reminder]: Completion of Labs2m
Instruction for Obtaining your API Key2m
2 practice exercises
Practice Assessment20m
Graded - (20%) Image Processing using OpenCV40m
Week
4

Week 4

5 hours to complete

Project: Building a Web-Based Computer Vision App using IBM Cloud

5 hours to complete
1 practice exercise
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