Computer Vision · beginner · concept 152 of 311 · Updated Nov 4, 2026
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.
Top AI contributors on this
- Yann LeCunAMI Labs / NYU
- Andrew NgDeepLearning.AI / AI Fund
- Fei-Fei LiWorld Labs / Stanford University
- Andrej KarpathyAnthropic
- Kaiming HeMIT / Google DeepMind
- Ross GirshickAnthropic
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
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