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Intelligent assets_kanikagera

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This is a session on the AEM 6.2 Assets Features which was presented in AEM Evolve, 2016 Conference. 

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Intelligent assets_kanikagera

  1. 1. #evolverocks Intelligent Assets: Smart TAGS, Asset Insights & Brand Portal KANIKA GERA, ADOBE August 31st, 2016 Intelligent Assets: Smart Tags, Asset Insights & Brand Portal
  2. 2. #evolverocks 2 Adobe Experience Manager: Smart tags, Asset Insights & Brand Portal 1 | SmartTags in AEM 2 | Asset Insights 3 | Brand Portal 4 | Q&A
  3. 3. #evolverocks 3
  4. 4. #evolverocks SMART TAGGING • Less time searching, more time creating! • Reduce Creation Costs • Find Dark Assets • Boost Search Results • Content Reuse • Greater Content velocity with Auto Tagging
  5. 5. #evolverocks Intelligently Tagging Assets • Based on Deep Convolution Neural Networks • Broader set, best in class accuracy of tagging results given unique data set powered by 16M Adobe Stock images • Confidence score derived from tag space voting
  6. 6. #evolverocks Configuring the Intelligent Tagging - 1..2..3 1. Enable the “AEM Assets Tag Feature Flag” from configMgr in OSGI console 3. Enable Auto Tagging in Update Asset Workflow2. Configure Endpoints in DAM Similarity Search Service
  7. 7. #evolverocks How Intelligent Tagging Works • Computers beat humans at image recognition • Automatically tags new assets on upload • Deep Convolutional Neural Network based approach
  8. 8. #evolverocks Intelligent Tagging Architecture
  9. 9. #evolverocks Technical Sneak Peak • Tags predicted with a certain confidence score which ranges for 0 to 1. • Predicted Tags stored at <asset>/ jcr:content/metadata/predictedtags • Smart tags are considered in Omnisearch
  10. 10. #evolverocks Intelligent Tagging – Road Map • Smart Tags moderation : User can choose according to brand Image • Multi-Lingual Tags: Incoming assets will be tagged based on locale • Similarity Search to easily find digital assets similar to asset of interest • Curation to automatically organize, discover digital assets
  11. 11. #evolverocks AEM ASSET INSIGHTS • Track User rating & Usage Statistics • Asset Rating, Clicks & impressions – Assigns Scores • Select popular Assets & renew the one’s most used • Fetches all reports from Analytics
  12. 12. #evolverocks Technical Sneak Peak Usage Statistics & Score Performance Statistics
  13. 13. #evolverocks Performance – Data Collected in Analytics
  14. 14. #evolverocks Usage - Data collected within AEM
  15. 15. #evolverocks BRAND PORTAL • Turn-Key portal that allows sharing of assets with internal and external personnel/partners • Limited customization of Brand portal (i.e browse, preview, download) • Makes datasets available faster
  16. 16. #evolverocks DEMO:
  17. 17. #evolverocks
  18. 18. #evolverocks 18 “TURN FACTS INTO RELEVANT, CONTEXTUAL, STORYTELLING OPPORTUNITIES” A E M S M A R T T A G G I N G | A S S E T I N S I G H T S | B R A N D P O R T A L QUESTIONS..???
  19. 19. #evolverocks THANK YOU!

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