Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Knowns and unknowns
Search
Xyggy
February 21, 2019
Technology
0
380
Knowns and unknowns
Xyggy
February 21, 2019
Tweet
Share
More Decks by Xyggy
See All by Xyggy
Add and remove images from query
xyggy
0
920
More like this or these
xyggy
0
890
More of these, less of the others
xyggy
0
870
Taking photos is free
xyggy
0
440
Realtime AI is Not a Myth
xyggy
0
1.6k
Litmus test
xyggy
0
830
3 minute Thingy
xyggy
0
110
pop-your-filter-bubble.pdf
xyggy
0
210
Other Decks in Technology
See All in Technology
AIを活用した柔軟かつ効率的な社内リソース検索への取り組み
cygames
0
110
PdMはどのように全てのスピードを上げられるか ~ 非連続進化のための具体的な取り組み ~
sansantech
PRO
4
1.2k
LLVM/ASMを使った有限体の高速実装
herumi
0
120
プログラム検証入門
riru
6
860
『GRANBLUE FANTASY Relink』ソフトウェアラスタライザによる実践的なオクルージョンカリング
cygames
0
140
「家族アルバム みてね」における運用管理・ オブザーバビリティの全貌 / Overview of Operation Management and Observability in FamilyAlbum
isaoshimizu
4
160
AI活用したくてもできなかった不動産SaaSの今とこれから
nealle
0
330
Oracle Autonomous Database:サービス概要のご紹介
oracle4engineer
PRO
1
7k
AIで変わるテスト自動化:最新ツールの多様なアプローチ/ 20240910 Takahiro Kaneyama
shift_evolve
0
210
グイグイ系QAマネージャーの仕事
sadonosake
0
290
ナレッジグラフとLLMの相互利用
koujikozaki
0
400
App Router を実プロダクトで採用して見えてきた勘所をちょっとだけ紹介
marokanatani
1
920
Featured
See All Featured
Fireside Chat
paigeccino
31
2.9k
Writing Fast Ruby
sferik
623
60k
What's new in Ruby 2.0
geeforr
340
31k
Product Roadmaps are Hard
iamctodd
PRO
48
10k
Done Done
chrislema
180
16k
Designing the Hi-DPI Web
ddemaree
278
34k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
26
2k
Ruby is Unlike a Banana
tanoku
96
11k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
227
52k
How To Stay Up To Date on Web Technology
chriscoyier
786
250k
What's in a price? How to price your products and services
michaelherold
242
11k
Fantastic passwords and where to find them - at NoRuKo
philnash
48
2.8k
Transcript
1 Knowns and unknowns Query images Result images Dataset: wikiart
images - https://www.wikiart.org/. No image pre-processing performed. No textual data used. Feature vectors generated automatically with deep learning. www.xyggy.com © 2019
2 Known image An image is defined as known if
it has been added to Thingy with a unique id. In conventional machine learning, this image would be part of the “seen” data employed for building trained models. www.xyggy.com © 2019
3 Unknown image An image is defined as unknown if
it has not been added to Thingy. In conventional machine learning, this image would be “unseen” data for obtaining a prediction of. www.xyggy.com © 2019
4 Known and unknown images A query can contain both
known and unknown images. A data item is represented by a feature vector and is either known or unknown to Thingy but both can be used in a query. www.xyggy.com © 2019
5 Thingy www.xyggy.com © 2019