Intro, History, Applications, Examples. Best for Small presentaions for University and college. Thank me later! ;)

1. COMPUTER
VISION
MUHAMMAD MOBEEN
MUHAMMAD AWAIS AFZAL
ABDULLAH ZAFAR
MUHAMMAD SHAMAAS
HAMAAD ALI

2. COMPUTER VISION
WHAT IS COMPUTER
VISION?
HOW IT WORKS? WHAT ARE THE
APPLICATIONS?
2

3. WHAT IS COMPUTER VISION?
• Computer vision is a field of artificial intelligence that trains
computers to interpret and understand the visual world.
• Using digital images from cameras and videos and deep
learning models, machines can accurately identify and classify
objects — and then react to what they “see.”
• Computers assemble visual images in the same way you might
put together a jigsaw puzzle.
3

4. HISTORY OF COMPUTER VISION
1950’s
Two-dimensional imaging
for statistical pattern
recognition developed.
1970’s
First commercial use of
computer vision.
1990’s
Complex tasks like “Facial
Recognition” became
possible with computer
vision.
4

5. WHAT IS THE GOAL OF COMPUTER VISION?
 Goal is to enable computers to better understand our “Real World”, so that humanity can use
it for their own advantage.
5

6. COMPUTER VISION VS HUMAN VISION
What we see What Computer see
6

7. AI MODEL BREAKS THE IMAGE AND LABELS THEM
ACCORDING TO THEIR FEATURES:-
7

8. RECOGNITION CUES
Color
Texture
Pattern
Shape
Association
8

9. COMPUTER VISION PIPELINE
INPUT DATA PRE-PROCESSING FEATURE
EXTRACTION
MACHINE
LEARNING MODEL
- Images
- Videos
Getting the data
ready
- Standardize
images
- Color
transformation
- Find
distinguishing
information
about image
- Learn from
extracted features
to predict and
classify objects
9

10. APPLICATIONS
Image segmentation
Object detection
Facial recognition
Edge detection
Pattern detection
Image classification
Feature matching
10

11. OPTICAL CHARACTER
RECOGNITION (OCR)
• Bar Code Readers
• Scans Images for texts
• Image to PDF Converters
11

12. FINGER PRINT
RECOGNITION
• Recognizes Patterns in Finger Prints
12

13. SURVEILLANCE
• Facial Recognition in Public Places
13

14. SPORTS
• Hawk-Eye Technology
14

15. TRAFFIC MONITORING
15

16. ROBOTICS
• Jet Bot by NVIDIA uses computer vision to navigate and
detect objects
16

17. MILITARY APPLICATIONS
• Detection of movements of Invaders
• Target Detection
• IR Missiles
17

18. COMPUTER VISION IS ONE OF
THE MOST REMARKABLE
THINGS TO COME OUT OF THE
DEEP LEARNING AND
ARTIFICIAL INTELLIGENCE
WORLD. THE ADVANCEMENTS
THAT DEEP LEARNING HAS
CONTRIBUTED TO THE
COMPUTER VISION FIELD HAVE
REALLY SET THIS FIELD APART.
THE
END
18
-Wayne Thompson