Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Lecture 1: !
Introduction
4/4/20171
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Welcome to CS231n
4/4/20172
Top row, left to right:
Image by Augustas Didžgalvis; licensed under CC BY-SA 3.0; changes made
Image by Nesster is licensed under CC BY-SA 2.0
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; chang
Image is CC0 1.0 public domain
Bottom row, 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 by Ted Eyt a n is licensed under CC BY-SA 2.0; changes made
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
4/4/20173
systems,
architecture, …
optics
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
4/4/20174
systems,
architecture, …
optics
Lecture 1 -
Fei-Fei Li & Justin Johnson & Serena Yeung
Related Courses @ Stanford
•
CS131 (Fall 2016, Profs. Fei-Fei Li & Juan Carlos Niebles):
–
Undergraduate introductory class
•
CS 224n (Winter 2017, Prof. Chris Manning and Richard
Socher)
•
CS231a (Spring 2017, Prof. Silvio Savarese)
–
Core computer vision class for seniors, masters, and PhDs
–
Topics include image processing, cameras, 3D reconstruction,
segmentation, object recognition, scene understanding
•
CS231n (this term, Prof. Fei-Fei Li & Justin Johnson &
Serena Yeung)
–
Neural network (aka “deep learning”) class on image
classification
•
And an assortment of CS331 and CS431 for advanced
topics in computer vision
4/4/20175
