Certificate of Achievement
has completed the following course:
Applied Artificial Intelligence: Computer Vision and Image Analysis
CloudSwyft Global Systems, Inc.
In this hands-on course, participants learnt about Image Analysis techniques using OpenCV and the Microsoft Cognitive Toolkit to segment images into meaningful parts. It explored the evolution of Image Analysis, from classical to Deep-Learning techniques.
4 weeks, 5 hours per week
Dann Angelo De Guzman
Founder and CEO
CloudSwyft Global Systems, Inc.
Transcript
Learning outcomes
- Apply classical Image Analysis techniques, such as Edge Detection, Watershed and Distance Transformation as well as K-means Clustering to segment a basic dataset.
- Implement classical Image Analysis algorithms using the OpenCV library.
- Compare classical and Deep-Learning object classification techniques.
- Apply Microsoft ResNet, a deep Convolutional Neural Network (CNN) to object classification using the Microsoft Cognitive Toolkit.
Syllabus
- Current image segmentation techniques
- Image features and classical segmentation techniques
- Object classification and detection
- Deep image segmentation
In association with
Issued on 14th March 2023
The person named on this certificate has completed the activities in the transcript above. For more information about Certificates of Achievement and the effort required to become eligible, visit futurelearn.com/proof-of-learning/certificate-of-achievement.
This certificate represents proof of learning. It is not a formal qualification, degree, or part of a degree.
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