高通：2024年生成式AI在高效图像与视频生成中的潜力与应用白皮书（英文版）（44页）.pdf

1、Snapdragon and Qualcomm branded products are products of Qualcomm Technologies,Inc.and/or its subsidiaries.Amirhossein Amirhossein HabibianHabibianDirector of EngineeringQualcomm Technologies NetherlandsJan 25,2024EfficientgenerativeAI for imagesand video2Agenda The potential impact of efficient gen

2、erative vision Efficient image generation Efficient video generation Efficient 3D generation Applications:automotive Q&A23Text generationText generation(ChatGPT,Bard,Llama,etc.)Image generationImage generation(Stable Diffusion,MidJourney,etc.)Code generationCode generation(Codex,etc.)3InputInputprom

3、ptsprompts“Write a lullaby aboutcats and dogs to helpa child fall asleep,includea golden shepherd”A greatA greatlullaby islullaby iscreated increated insecondssecondsRealReal-life applicationlife application Communications Journalism Publishing Creative writing Writing assistanceInputInputpromptspro

4、mpts“Super cute fluffycat warrior in armor”RealReal-life applicationlife application Advertisements Publishedillustrations Corporate visuals Novel imagegenerationInputInputpromptsprompts“Create code for a pool cleaning website withtab for cleaning,repairs,and testimonials”RealReal-life applicationli

5、fe application Web design Software development Coding TechnologyA beautiful websiteA beautiful websiteis created in secondsis created in secondsWhat isgenerative AI?AI models that create new andoriginal content like text,images,video,audio,or other dataGenerative AI,foundational models,and large lan

6、guage models aresometimes used interchangeably4GeneratingGenerating3D content3D contentGenerative models create3D meshes and assetsBased on textual descriptionor a handful of images with minimal manual effortExamples:Examples:DreamFusion,Magic3DWhy isgenerativeAI forcomputervisionimportant?EditingEd