When AI enters Publishing process Vincent Wartelle, CEO, ISI - PowerPoint PPT Presentation

When AI enters Publishing process… Vincent Wartelle, CEO, ISI

Today’s agenda • eBook in Education : Market & Needs • Challenges & Goals • Why Artificial Intelligence ? • The team • The roadmap 2

What is the eBook market worth? Overall Education 3

Our platform Education ePub3 Fixed Layout Production 4

Upcoming Needs • Smartphone market usage is exponential Mobile • High demand for individual resources New Resources • Build new services, Resources Database Modularity • Extend usage for disabled audience Accessibility 5

Market Challenges & Goals 6

The actual ePub FXL PROs CONs Sophisticated Layout Display oriented Spread view Not Mobile Beautiful Not Accessible Automation aware Not Content aware Ease Interactivity Hybrid EPUB 7

What are the Goals for tomorrow? Reflow production plan Accessible ready Rich semantics Cost-effective 8

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Output: Defi fining Boxes Simple boxes: Text vs Image Boxes within Boxes 10

Output: Defi fining Classes Box Model Multi Layers Semantic Classes Parallel Processing 11

Deep Learning : : which model? « Object Detection » « Semantic Segmentation » R-CNN, Yolo, SSD Fully-Convolutional Net (FCN) « Instance Segmentation » Natural Language Processing Mix of the 2 Previous Models 12

Datasets: In Internal & Ext xternal Mix Web Scraping > 1 Million Images Exercises Database Similar Datasets 13

Project Team Data Scientist Deep Learning Specialist Data Visualization CEA Research Labs Data Analyst Dataviz Laboratory (NL) Software Engineering ISI developpers 14

Roadmap +4 +10 +18 +24 15

Credits Thanks to our Client 16

Thank You Vincent Wartelle, Founder & CEO at ISI vincent.wartelle@isicrunch.com www.isicrunch.com 17