Learn AI, Data Science & Business — Earn Certificates That Get You Hired
Master AI and Machine Learning: From Neural Networks to Applications
Overview
Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This lecture introduces convolutional neural networks for computer vision, covering image representation, convolution, nonlinearities, pooling, learned feature extraction, classification, object detection, and an end-to-end autonomous-driving example.
Syllabus
​ - Introduction
​ - Amazing applications of vision
- What computers "see"
- Learning visual features
​ - Feature extraction and convolution
- The convolution operation
​ - Convolution neural networks
​ - Non-linearity and pooling
- End-to-end code example
​ - Applications
- Object detection
- End-to-end self driving cars
​ - Summary
Taught by
https://www.youtube.com/@AAmini/videos