Computer Vision

Image classification, detection and segmentation: how machines see.

All levels Beginner Advanced Expert

Expert

Research-level depth and specialist material.

Stanford's widely used written notes on image classification, optimisation, backpropagation and convolutional networks.

Stanford University

Prof. Vineeth Balasubramanian's course on CNN architectures, detection, segmentation, attention and generative models for vision.

NPTEL / IIT Hyderabad

The landmark Stanford course on deep learning for vision: image classification, CNN architectures, detection and generative models.

Stanford University School of Engineering