Computer Vision · beginner · concept 99 of 176
Image Classification
Assigning a label to an entire image. The task that started the deep learning revolution, AlexNet won ImageNet 2012 by a huge margin, proving deep learning works.
Key terms
ImageNetTop-5 accuracySoftmaxResNetEfficientNet
Learn these first
Videos
▶ Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs) ↗
StatQuest with Josh Starmer · YouTube
▶ Stanford CS231N | Spring 2025 | Lecture 5: Image Classification with CNNs ↗
Stanford Online · YouTube
Guides and articles
Courses, papers, and more
This unlocks