2. Thinks easy for man are difficult to put in equation
Deep Learning example:
Easy recognition can be taught to computer ... which will come up with
statistical rules which match the given training sample
1) AI and Deep learning:
example with image recognition
3. Can you see a
face in the picture
?
Image recognition
1) how supervised learning
Algo work?
Black shape
shade
Human face
pixels
Face
Face
Face
6. See where more "training is
required"
Most of the time 95% correct is OK
7. Can define a
new categories:
"I see a lot of
this: tell me
what it is !"
2) How unsupervised
learning Algo work?
Youtube lets AI
scan millions of
video
( no pre-training
with labels
given)
8. ... And then can be really
good .... And tireless
Microsoft Cortana recognises the dog precise family
14. AI computing:
If ..... Then ......
classical computing :
if ... Then .... Else ....
go thru all your 10000
rules in 1/10 sec and
writes 3000 pages a sec
Precise reliable predictable
outcome...
Or BUG.
Go thru your rules and give
a possible answer ...
Or ask for more question
Problem can be put in
equation:
Write it
Problem cannot be put in
equation:
Just give rules