AI
Computer Vision
Overview
Teach computers to see: images, features, classification and detection.
Learn how images become data and how models recognise what is in them. The course covers image basics, convolutional ideas and a hands-on classification project.
Level
Intermediate
Duration
6 weeks
Lessons
6 lessons
Certificate
Included
What you'll learn
- Represent images as arrays
- Explain convolution intuitively
- Train an image classifier
- Understand detection at a high level
- Spot dataset problems
Curriculum
2 modules · 6 lessons · about 2 hours
Module 1Images as data3 lessons
- Pixels and channelsvideo12 min
- Preprocessingtext10 min
- Checkpoint: images as dataquiz8 min
Module 2Recognition3 lessons
- Convolution intuitionvideo12 min
- Classificationtext10 min
- Project: image classifierproject45 min
Projects & assignments
- Project: image classifier
Requirements
- Python Programming
- AI Foundations recommended
Who it's for
- Developers and makers interested in cameras and robotics
Spark Academy
Course material is designed and maintained by the Spark Academy learning team in collaboration with Spark Labs.
Certificate
A Spark Academy certificate of completion is issued when you finish every lesson. Every credential has a public verification page.
Frequently asked questions
Do I get a certificate?
Yes. A Spark Academy certificate of completion is issued when you finish every lesson.
Can I learn at my own pace?
Yes. All lessons are self-paced and your progress is saved automatically.
Is this demo content?
Course material is development data while the academy is being set up.
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