Gdzie można nakarmić

sztuczną inteligencję?

dr inż. Aleksander Smywiński-Pohl

Akademia Górniczo-Hutnicza, Techmo

apohllo.pl

https://goo.gl/Im3

bk7

Algorytmy uczenia maszynowego są głodne

deeplearningbook.org:

“As of 2016, a rough rule of thumb is that a supervised

deep learning algorithm will generally achieve acceptable

performance with around 5,000 labeled examples per

category, and will match or exceed human performance

when trained with a dataset containing at least 10 million

labeled examples.

https://goo.gl/Eu

2vYq

Zapłać ludziom, żeby nakarmili twoje algorytmy...

Mechanical Turk is a marketplace for work

htt

ps:/

/go

o.g

l/n

1

girM

albo...

...zamień użytkowników w darmowych pracowników

http

s://g

oo

.gl/P

GF

AvO

“The system has been

reported as displaying

over 100 million

CAPTCHAs every day”

Wikipedia

Kup gotowe zbiory danych

https://www.ldc.upenn.edu/

LDC93S1 TIMIT Acoustic-Phonetic Continuous Speech Corpus

DC2006T13 Web 1T 5-gram Version 1

LDC96L14 CELEX2

LDC2013T19 OntoNotes Release 5.0

LDC93S10 TIDIGITS

LDC99T42 Treebank-3

LDC2008T19 The New York Times Annotated Corpus

LDC93T3A TIPSTER Complete

LDC97S62 Switchboard-1 Release 2

LDC2016T19 BOLT Chinese-English Word Alignment and Tagging

albo...

Wykorzystaj “darmowe” zbiory danych

htt

ps:/

/goo.g

l/3T

k

WS

J

Gdzie szukać?

http://lod-cloud.net/

http

s://g

oo

.gl/K

M1kv0