
Machine Learning
Computer Vision AI: How Machines See
How computer vision AI works: from handcrafted features to AlexNet, CNNs, ResNet, Vision Transformers, CLIP, and where machine vision still fails.
2 articles tagged with #CNN

How computer vision AI works: from handcrafted features to AlexNet, CNNs, ResNet, Vision Transformers, CLIP, and where machine vision still fails.

In 2010 the best image classifier missed the right label in its top five guesses about 28% of the time. By 2015 that was 3.57%. Here is what changed, and how a CNN actually sees.