Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Intelligent Image Teaser

Sponsored · SiteGround - Reliable hosting with speed, security, and support you can count on. →
Avatar for Max Jaderberg Max Jaderberg
June 17, 2012
Technology
1
260

The Intelligent Image Teaser

A 10 minute presentation on my current research.

Avatar for Max Jaderberg

Max Jaderberg

June 17, 2012
Tweet

More Decks by Max Jaderberg

See All by Max Jaderberg
Intelligent Image Posters
Avatar for Max Jaderberg jaderberg
1
110

Other Decks in Technology

See All in Technology
M&A 後の統合をどう進めるか ─ ナレッジワーク × Poetics が実践した組織とシステムの融合
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
1
450
名刺メーカーDevグループ 紹介資料
Avatar for Sansan, Inc. sansan33
PRO
0
1k
OWASP Top 10:2025 リリースと 少しの日本語化にまつわる裏話
Avatar for Riotaro OKADA okdt
PRO
3
770
Amazon S3 Vectorsを使って資格勉強用AIエージェントを構築してみた
Avatar for usanchuu usanchuu
3
450
クレジットカード決済基盤を支えるSRE - 厳格な監査とSRE運用の両立 (SRE Kaigi 2026)
Avatar for capytan capytan
6
2.8k
AIと新時代を切り拓く。これからのSREとメルカリIBISの挑戦
Avatar for ktykogm 0gm
0
1.2k
Azure Durable Functions で作った NL2SQL Agent の精度向上に取り組んだ話/jat08
Avatar for TonyTonyKun thara0402
0
190
What happened to RubyGems and what can we learn?
Avatar for Mike McQuaid mikemcquaid
0
300
10Xにおける品質保証活動の全体像と改善 #no_more_wait_for_test
Avatar for nihonbuson nihonbuson
PRO
2
290
Webhook best practices for rock solid and resilient deployments
Avatar for Guillaume Laforge glaforge
1
290
Bedrock PolicyでAmazon Bedrock Guardrails利用を強制してみた
Avatar for Yudai Jinno yuu551
0
240
AI駆動PjMの理想像 と現在地 -実践例を添えて-
Avatar for オカムラ masahiro_okamura
1
120

Featured

See All Featured
A Soul's Torment
Avatar for Nat Ma seathinner
5
2.3k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
38
2.7k
Amusing Abliteration
Avatar for ianozsvald ianozsvald
0
100
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
304
21k
Docker and Python
Avatar for Tania Allard trallard
47
3.7k
The Pragmatic Product Professional
Avatar for Laura Van Doore lauravandoore
37
7.1k
Avoiding the “Bad Training, Faster” Trap in the Age of AI
Avatar for Mike Taylor tmiket
0
76
The Web Performance Landscape in 2024 [PerfNow 2024]
Avatar for Tammy Everts tammyeverts
12
1k
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
Avatar for Sara Fernández Carmona sarafernandez
0
120
Marketing Yourself as an Engineer | Alaka | Gurzu
Avatar for Gurzu gurzu
0
130
Claude Code のすすめ
Avatar for schroneko schroneko
67
210k
How to Talk to Developers About Accessibility
Avatar for Jason CranfordTeague jct
2
130

Transcript

  1. INTELLIGENT IMAGE MAX JADERBERG SUPERVISOR: ANDREW ZISSERMAN

  2. THE PROJECT: VISUALLY RECOGNISE ALL OBJECTS ON WIKIPEDIA AUTOMATICALLY TAG

    THEM IN PHOTOS AS A WEBSITE...

  3. IT’S DEMO TIME! CLICK ME BABY

  4. EXTRACT VISUAL WORDS GOOGLE VECTOR SEARCH SPATIALLY VERIFY matches =

    search(Database for Words);

  5. SCALE IINVARIANT FEATURE TRANSFORM QUANTISE WORDS

  6. WORDS HISTOGRAM TF-IDF WEIGHT:

  7. GOOGLE STYLE RETRIEVAL QUERY DATABASE A B C D Most

    similar!

  8. SPACIAL VERIFICATION

  9. RESEARCH REDUCE MEMORY

  10. RESEARCH MULTIPLE MATCHING Bu ingham Palace Silly Hat

  11. RESEARCH DATABASE EXPANSION

  12. ?!