DeepReal A Deep Learning Based 3D Advert Integration System Ivan - PowerPoint PPT Presentation

Oct 14, 2023 •371 likes •530 views

DeepReal A Deep Learning Based 3D Advert Integration System Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, Jian Tang, Peng Song, David Corrigan, Francois Pite The ADAPT Centre

DeepReal A Deep Learning Based 3D Advert Integration System Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, Jian Tang, Peng Song, David Corrigan, Francois Pite The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund.
www.adaptcentre.ie Current advertisement approaches create a disruptive user experience for online streaming platforms.
www.adaptcentre.ie We propose to solve this problem with a 3D Advertisement Creation System that enables users to seamlessly insert 3D objects into any user-generated video.
Overview of System - Core ML Operations www.adaptcentre.ie CNN based method for depth estimation CNN based system for occlusion handling CNN based system for background reconstruction GAN for accurately estimating alpha mattes
Overview of System - Process www.adaptcentre.ie
Overview of System - User interface www.adaptcentre.ie
Overview of System - Steps www.adaptcentre.ie
Inserting an object www.adaptcentre.ie
Occlusion Handling www.adaptcentre.ie
Camera Tracking www.adaptcentre.ie
Camera Tracking www.adaptcentre.ie Output examples
Video Export Examples www.adaptcentre.ie
Video Export Examples www.adaptcentre.ie
Video Export Examples www.adaptcentre.ie
Thank you The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund.

Download Presentation

Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

Competition in the national electricity market Christopher Short Overview Market power in

Competition in the national electricity market Christopher Short Overview Market power in the NEM Energy only design Mitigation issues What is a competitive market? The first objective of the NEM! Economically efficient

176 views • 17 slides

Val aluing C g CCS wi with a a Elec ectricity G y Grid An A Australian C Case S e Study

Click to edit Master title style Val aluing C g CCS wi with a a Elec ectricity G y Grid An A Australian C Case S e Study Click to edit Master text styles 29 August 2019 29 2019 Second level Third level Fourth level

283 views • 6 slides

VCEA Community Advisory Committee January 29, 2018 Davis Senior Center 1 Customers on NEM

VCEA Community Advisory Committee January 29, 2018 Davis Senior Center 1 Customers on NEM Class Number of Customers % Surplus Generators Residential 5,133 Total 15% 253 on Low Income or Medical Rate 3,551 on Flat Rates

461 views • 15 slides

It Item em 9 9 - En Enroll llment Upd pdate Opt Out Channel CSR 38% IVR 28% Web 34%

It Item em 9 9 - En Enroll llment Upd pdate Opt Out Channel CSR 38% IVR 28% Web 34% Eligible Opt Out % Opt Out Residential 56,000 1,284 2.3% Non-Residential 8,500 685 8.1% Total 65,000 1,969 3.0% Status Date: 7/11/18 1

643 views • 24 slides

Multifamily Affordable Housing with Solar+Storage June 15, 2016 Housekeeping Who We Are

Reducing Electric Bills in California Multifamily Affordable Housing with Solar+Storage June 15, 2016 Housekeeping Who We Are www.cleanegroup.org www.resilient-power.org 3 Resilient Power Project Increase public/private investment in

631 views • 50 slides

by Dr Liam Wagner, Dr Ariel Liebman and Prof. John Foster School of Economics, The University of

Examining the future of nature gas usage in the Australian National Electricity Market. by Dr Liam Wagner, Dr Ariel Liebman and Prof. John Foster School of Economics, The University of Queensland International Energy Economics Association

364 views • 15 slides

Nested Effects Models at Work Prof. Dr. Holger Frhlich Algorithmic Bioinformatics Bonn-Aachen

30/09/2010 Nested Effects Models at Work Prof. Dr. Holger Frhlich Algorithmic Bioinformatics Bonn-Aachen International Center for Information Technology (B-IT) Principle Idea of Nested Effects Models Distinguish between: Perturbed

388 views • 23 slides

c i f i c a DIgSILENT Pacific P Power system engineering and software T N REZ

c i f i c a DIgSILENT Pacific P Power system engineering and software T N REZ development in the NEM E Technical challenges and potential solutions L I Joseph Leung S Technical Seminar PowerFactory 2020 14 February 2020 g I D

578 views • 22 slides

Accelleran in the open RAN Movement Arnaud Polster, Accelleran 2020 Accelleran Positioning CORE

Accelleran in the open RAN Movement Arnaud Polster, Accelleran 2020 Accelleran Positioning CORE ASSETS RAN Protocol & Integration Need of dRAX Products & RAN Know Services how Cloud Scaling IT Skill to & AI Telco

449 views • 15 slides

Data logging in the science laboratory or anywhere else INTERNATIONAL CONFERENCE ON ON TEACHING

Data logging in the science laboratory or anywhere else INTERNATIONAL CONFERENCE ON ON TEACHING PHYSICS INNOVATIVELY 18 AUGUST, 2015 KATALIN ANTALN CSORBA Why do we buy a data logger? In the students point of view Interesting, quick,

445 views • 11 slides

? Striking Gold in Software Repositories An Econometric Study of Cryptocurrencies on GitHub Asher

? Striking Gold in Software Repositories An Econometric Study of Cryptocurrencies on GitHub Asher Trockman , Rijnard van Tonder, Bogdan Vasilescu MSR 19, May 2627, Montral, QC, Canada Why do we think there is gold? Dabbish et al.

448 views • 9 slides

$l, b? fu"t. ^L#/xryu M U I { ' { K . t g l , . A crv..4n 7 lwl.-e, p Coo e o l 6v$

l, b? fu"t. ^L#/xryu M U I { ' { K . t g l , . A crv..4n 7 lwl.-e, p Coo e o l 6v

adr wh,*|5 lcTatt*t1 .- o ' t n I Xr.o7 ryfl *, (r t ). *,UI J t ifr x *. (x)s S,o 4l \ e I a l b l gB 66. h^r4Uj ( x ra-l l, b? fu"t. ^L#/xryu M U I { ' { K . t g l , . A crv..4n 7 lwl.-e, p Coo e o l 6v

442 views • 6 slides

Recursive Neural Networks and Its Applications LU Yangyang luyy11@sei.pku.edu.cn KERE Seminar

Outline RNNs RNNs-FQA RNNs-NEM Recursive Neural Networks and Its Applications LU Yangyang luyy11@sei.pku.edu.cn KERE Seminar Oct. 29, 2014 Outline RNNs RNNs-FQA RNNs-NEM Outline Recursive Neural Networks RNNs for Factoid Question

907 views • 67 slides

Kondo Force in NEM Devices: Dynamical Probe for a Kondo Cloud QD2012 Chernogolovka, Russia,

M.N.Kiselev Kondo Force in NEM Devices: Dynamical Probe for a Kondo Cloud QD2012 Chernogolovka, Russia, September 10-14, 2012 arXiv:1206.4435 Outline Experiment in NEM Kondo effect in- and out- of equilibrium Odd-N shuttle at

346 views • 30 slides

Driving RE increase in Malaysia through Solar Energy Purchase (S (SEP) and Supply Agreement

Driving RE increase in Malaysia through Solar Energy Purchase (S (SEP) and Supply Agreement Renewable Energy (SARE) Aznan Ezraie Ariffin TNBX, Retail Division, Tenaga Nasional Berhad Asian Utility Week 4 Sept 2019 Content Introduction

471 views • 24 slides

Announcements Check course web page under assignments for FAQs Read FAQs before sending

Announcements Check course web page under assignments for FAQs Read FAQs before sending mail Assignment Clarification Semantics of = differ slightly between chmod and chmod2: Suppose file1 has permission rwxrwxrwx chmod u=rw

457 views • 43 slides

Adopting HTML5 for Television: Next Steps Speaker Franois Daoust <fd@w3.org> World Wide

Adopting HTML5 for Television: Next Steps Speaker Franois Daoust <fd@w3.org> World Wide Web Consortium (W3C) This presentation http://www.w3.org/2011/Talks/0928-webtv-nem-fd/ Location 2011 NEM Summit Torino, Italy Date 24 September

549 views • 21 slides

Resource Adequacy & Cross-Border Capacity Remuneration Schemes: Options & Alternatives

Resource Adequacy & Cross-Border Capacity Remuneration Schemes: Options & Alternatives Introduction 30 May 2017 Michael Hogan Senior Advisor rue de la Science 23 Phone: +32 2-894-9300 The Regulatory Assistance Project web:

639 views • 15 slides

Board of Directors Meeting Todays Materials: www.amsd.org/BOD Wifi: NEM-Conference Twitter:

Board of Directors Meeting Todays Materials: www.amsd.org/BOD Wifi: NEM-Conference Twitter: @AMSDMN Password: HelloWinter Facebook: www.facebook.com/AMSDMN CLOSING MINNESOTAS ACHIEVEMENT GAPS Presentation to the Association of

502 views • 27 slides

A Detailed Comparison of Meta- Heuristic Methods for Optimising Wave Energy Converter Placements

A Detailed Comparison of Meta- Heuristic Methods for Optimising Wave Energy Converter Placements Mehdi Neshat, Bradley Alexander, Markus Wagner, Yuanzhong Xia GECCO 18 Optimisation and Logistics Group Slide 1 Growth of Renewable Energy

701 views • 52 slides

IPART 25 th Anniversary Conference Water and electricity regulation mutual lessons Greg

IPART 25 th Anniversary Conference Water and electricity regulation mutual lessons Greg Houston, 27 October 2017 It is a real honour to address this conference, and reflect on 25 years of water and electricity sector regulation. There have

582 views • 6 slides

Public Forum Draft Solar Feed-In Tariffs 2018-19 Sydney Public Forum Level 15 15 May 2018

Public Forum Draft Solar Feed-In Tariffs 2018-19 Sydney Public Forum Level 15 15 May 2018 The NSW Electricity To help guide retailers Government has Retailers can choose and customers, IPART whether or not to offer annually

264 views • 13 slides

Workshop on Proposed Reference System Plan for the CPUCs 2017/2018 Integrated Resource Planning

Workshop on Proposed Reference System Plan for the CPUCs 2017/2018 Integrated Resource Planning (IRP) Process September 25 - 26, 2017 1 DAY 1: I. INTRODUCTION 2 Introduction Housekeeping Staff introductions Informal workshop,

1.11k views • 89 slides

META-NET and META-SHARE: An Overview Georg Rehm DFKI, Germany georg.rehm@dfki.de Human

META-NET and META-SHARE: An Overview Georg Rehm DFKI, Germany georg.rehm@dfki.de Human Language Technologies The Baltic Perspective Riga, Latvia, October 8, 2010 Co-funded by the 7th Framework Programme of the European Commission through

883 views • 52 slides