cs-self-learning/docs/深度学习/CS231.en.md

CS231n: CNN for Visual Recognition

Course Introduction

• Affiliated Universities：Stanford
• Prerequisites: Foundations of Machine Learning
• Programming Languages：Python
• Course Difficulty：🌟🌟🌟🌟
• Estimated hours: 80 hours

Stanford's CV introductory class, led by the giant of the computer field, Fei-Fei Li (the research team of the epoch-making famous dataset ImageNet in CV field), but its content is relatively basic and friendly, if you have taken CS230, you can directly start the Project as practice.

Course Resources

• Course Website：http://cs231n.stanford.edu/
• Course Video：spring 2017 Bilibili (Classic), spring 2025 YouTube (Latest)
• Course Materials: None
• Coursework：http://cs231n.stanford.edu/schedule.html，3 Programming Assignments