Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Lecture 1:
Introduction
4/3/20181
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Welcome to CS231n
2
Top+row,+left+to+right:
Image by+Roger+H+Goun is+licensed+under+CC+BY+2.0
Image is+CC0+1.0 public+domain
Image is+CC0+1.0 public+domain
Image is+CC0+1.0 public+domain
Middle+row,+left+to+right
Image by+BGPHP+Conference is+licensed+under+CC+BY+2.0;+changes+made
Image is+CC0+1.0 public+domain
Image by+NASA is+licensed+under+CC+BY+2.0
Image is+CC0+1.0 public+domain
Bottom+r ow,+left+to+right
Image is+CC0+1.0 public+domain
Image by+Derek+Keats is+licensed+under+CC+BY+2.0;+changes+made
Image is+public+domain
Image+is+licensed+under+CC-BY+2.0;+changes+made
4/3/2018
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Computer
Vision
Neuroscience
Machine learning
Speech, NLP
Information retrieval
Mathematics
Computer
Science
Biology
Engineering
Physics
Robotics
Cognitive
sciences
Psychology
graphics, algorithms,
theory,…
Image
processing
3
systems,
architecture, …
optics
4/3/2018
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Computer
Vision
Neuroscience
Machine learning
Speech, NLP
Information retrieval
Mathematics
Computer
Science
Biology
Engineering
Physics
Robotics
Cognitive
sciences
Psychology
graphics, algorithms,
theory,…
Image
processing
4
systems,
architecture, …
optics
4/3/2018
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Related Courses @ Stanford
• CS131: Computer Vision: Foundations and Applications
– Fall 2017, Juan Carlos Niebles and Ranjay Krishna
– Undergraduate introductory class
• CS231a: Computer Vision, from 3D Reconstruction to Recognition
– Winter 2018, Professor Silvio Savarese
– Core computer vision class for seniors, masters, and PhDs
– Image processing, cameras, 3D reconstruction, segmentation, object
recognition, scene understanding; not just deep learning
• CS 224n: Natural Language Processing with Deep Learning
– Winter 2018, Richard Socher
• CS 230: Deep Learning
– Spring 2018, Prof. Andrew Ng and Kian Katanforoosh
•
CS231n: Convolutional Neural Networks for Visual Recognition
–
This course, Prof. Fei-Fei Li & Justin Johnson & Serena Yeung
–
Focusing on applications of deep learning to computer vision
5 4/3/2018