About this Course
Within the fourth course of the Deep Studying Specialization, you’ll perceive how pc imaginative and prescient has developed and change into acquainted with its thrilling purposes resembling autonomous driving, face recognition, studying radiology pictures, and extra.
SKILLS YOU WILL GAIN
- Deep Studying
- Facial Recognition System
- Convolutional Neural Community
- Tensorflow
- Object Detection and Segmentation
Syllabus – What you’ll be taught from this course
11 hours to finish
Foundations of Convolutional Neural Networks
Implement the foundational layers of CNNs (pooling, convolutions) and stack them correctly in a deep community to resolve multi-class picture classification issues.
10 hours to finish
Deep Convolutional Fashions: Case Research
Uncover some highly effective sensible methods and strategies utilized in deep CNNs, straight from the analysis papers, then apply switch studying to your personal deep CNN.
10 hours to finish
Object Detection
Apply your new information of CNNs to one of many hottest (and most difficult!) fields in pc imaginative and prescient: object detection.
9 hours to finish
Particular Functions: Face recognition & Neural Fashion Switch
Discover how CNNs may be utilized to a number of fields, together with artwork technology and face recognition, then implement your personal algorithm to generate artwork and acknowledge faces!
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