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
https://goo.gl/n1
girM

albo...

...zamień użytkowników w darmowych pracowników
https://goo.gl/PGFAvO
“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
https://goo.gl/3Tk
WSJ

Gdzie szukać?

http://lod-cloud.net/

https://goo.gl/KM1kv0