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CS231A: Computer Vision, From 3D Reconstruction to Recognition

北溟有渔夫 2023-06-25 阅读 89


CS231A: Computer Vision, From 3D Reconstruction to Recognition


Lecture

Date

Title

Download

 

 

1

1/08/2018

Introduction

[slides]

 

 

 

1/08/2018

Problem Set 0 Released

[pdf] [code]

 

 

2

1/10/2018

Camera Models

[slides]

 

 

 

1/10/2018

Problem Set 1 Released

[pdf] [code]

 

 

TA 1

1/12/2018

Python Introduction an

d Linear Algebra Review

[slides]

 

 

 

1/15/2018

Martin Luther King

 Jr. Day (No class)

 

 

 

3

1/17/2018

Camera Models II an

d Camera Calibration

[slides]

 

 

 

1/17/2018

Problem Set 0 Due : 11:59PM

 

 

 

TA 2

1/19/2018

Problem Set 1 Review

[slides]

 

 

4

1/22/2018

Single View Metrology

[slides]

 

 

5

1/24/2018

Epipolar Geometry

[slides]

 

 

 

1/26/2018

Problem Set 2 Released

[pdf][code]

 

 

 

1/26/2018

Problem Set 1 Due: 11:59PM

 

 

 

TA 3

1/26/2018

Course Project Outline

[slides]

 

 

6

1/29/2018

Stereo Systems

[slides]

 

 

7

1/31/2018

Structure from Motion

[slides]

 

 

 

2/01/2018

Project Proposal Due: 11:59PM

 

 

 

TA 4

2/02/2018

Problem Set 2 Review

[slides]

 

 

8

2/05/2018

Fitting and Matching

[slides]

 

 

9

2/07/2018

Detectors and Descriptors

[slides]

 

 

TA 5

2/09/2018

Computer Vision Libraries

[slides]

 

 

 

2/09/2018

Problem Set 2 Due: 11:59PM

 

 

 

 

2/09/2018

Problem Set 3 Released

[pdf] [code]

 

 

10

2/12/2018

Active Stereo & Volumetric

 Stereo

[slides]

 

 

11

2/14/2018

Introduction to Recognition 

: Image Classification

[slides]

 

 

TA 6

2/16/2018

Problem Set 3 Review

[slides]

 

 

 

2/19/2018

Presidents' Day (No class)

 

 

 

12

2/21/2018

Image Classification & 2

D Object Detection

[slides]

 

 

TA 7

2/23/2018

Introduction to Convolutional

 Neural Networks

[slides]

 

 

13

2/26/2018

2D Scene Understanding

[slides]

 

 

 

2/26/2018

Project Milestone Due: 11:59PM

 

 

 

 

2/28/2018

Problem Set 3 Due: 11:59PM

 

 

 

14

2/28/2018

3D Object Detection

[slides]

 

 

 

3/01/2018

Problem Set 4 Released

[pdf][code]

 

 

TA 8

3/02/2018

Midterm Review

[slides]

 

 

 

3/05/2018

Midterm

[midterm 2016][midterm

 2016 with solution]

 

 

15

3/07/2018

Learning Visual Representations

 by Neural Networks

[slides]

 

 

TA 9

3/09/2018

Problem Set 4 Review

[slides]

 

 

16

3/12/2018

3D Scene Understanding

[slides]

 

 

 

3/14/2018

No class due to ECCV deadline

 

 

 

TA 10

3/16/2018

Final Project Presentatio

n Guidelines

[slides]

 

 

 

3/17/2018

Problem Set 4 Due: 11:59PM

 

 

 

 

3/19/2018

Project Presentations

12:30pm - 2:30pm, Room

 1: Oshman 125 mapRoom 2: 450 

Serra Mall, 300-300 map

 

 

 

3/22/2018

Project Final Report

 Due: 11:59PM


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