From pixels to learned features

Level 3: CNNs for vision

Coming soon

This page is being written. See the full roadmap for the whole syllabus.

What this chapter will cover

• Why hand-crafted features hit a ceiling
• neural network recap
• why fully connected layers fail on images
• convolution as a learned filter
• weight sharing and translation equivariance
• the ImageNet moment