Stanford CS231N | Spring 2025 | Lecture 5: Image Classification with CNNs

XCS231N Deep Learning for Computer Vision, the professional education version of the graduate course CS231N Deep Learning for Computer Vision, begins August 3rd and runs through October 11th. Enrollment is open now. Learn course details: https://stanford.io/XCS231N-YouTube For more information about Stanford's online Artificial Intelligence programs, visit: https://stanford.io/ai This lecture covers: 1. History 2. Higher-level representations, image features 3. Convolution and pooling To learn more about enrolling in the graduate course, visit: https://online.stanford.edu/courses/cs231n-deep-learning-computer-vision To follow along with the course schedule and syllabus, visit: https://cs231n.stanford.edu/ Justin Johnson Assistant Professor at the University of Michigan and Research Scientist at Facebook AI Research View the entire course playlist: https://www.youtube.com/playlist?list=PLoROMvodv4rOmsNzYBMe0gJY2XS8AQg16