Creative AI Talk at MLOps Meetup

Creative AI Talk at MLOps Meetup

• 1.
  CREATIVEAI-ART,MUSIC,JOKE USINGMODERNMLTECHNIQUES MLOPS MEETUP -OCT 19 2022 SUYASH JOSHI ([email protected]) @SUYASHCJOSHI @MLOPSCOMMUNITY #CREATIVEAI
• 2.
  - Creative Coder& Artist (Magician) currently pursuing masters degree at Goldsmiths, University of London and available for consulting around AR/Mobile/Creative AI - 10+ years of work experience in (Silicon Valley) SF Bay Area as a software engineer - BS in Computer Science from The Univ. of Michigan @suyashcjoshi [email protected] WHOAMI
• 3.
  Ref: https://www.reddit.com/r/dalle2/comments/wir4ao/comparison_of_dalle_midjourney_stable_diffusion/ IMAGE GENERATIONMODELS PROMPT
• 4.
  STATE OF AIART IN 2022 Popular Generative Networks - 2022
• 5.
  PREVIOUS WORK … AARON OldestAI Art system built using GOFAI in 1960’s by Harold Cohen Steven Thaler and/or Creativity Machine Generative Art created by Zach Liberman Ref: https://zachlieberman.medium.com/daily-sketches-2016-28586d8f008e
• 6.
  AI ART CONTROVERSIES Edmondde Belamy Christie’s sold its fi rst piece of auctioned AI art for $432,500 in 2018. Original open source authors got nothing :( Steven Thaler and/or Creativity Machine - In 2022, USA Copyright Office refused to register the piece on the basis that it lacked “the human authorship necessary to support a copyright claim”. - Getty Image banned AI generated Imagery from their website to protect against Copyright claims In 2022, AI Art won the Colorado State Fair Art Competition!
• 7.
  CONTROVERSIAL AI ART -Prompt "A SEXY ROBOT WOMAN" USING STABILITY AI'S DREAMSTUDIO THE RESULT OF A PROMPT FOR "A SEXY ROBOT WOMAN" USING STABILITY AI'S DREAMSTUDIO - Deep Fake Generated ‘Porn’ of real people - non consensual etc NFT Art inundated with AI generated Art work FAKEORREAL?
• 8.
  VIDEO GENERATION MODELS Ref:https://arxiv.org/pdf/2209.14792.pdf Ref: https://makeavideo.studio
• 9.
  DEMOS StyleGan3 - Collab StabilityAI - Tool Stable Diffusion - GitHub
• 10.
  AIGENERATEDMUSIC 1stAIGeneratedSong“Daddy’sCar”bySonyCSLMusicTeamin2016
• 11.
  ALGORITHMICCOMPOSITION https://coconet.glitch.me/ Google Magenta -Coconut
• 12.
  STYLETRANSFERBUTFORMUSIC Ref: https://sites.research.google/tonetransfer Ref: https://magenta.tensor f low.org/ddsp
• 13.
  1. MUSIC INFORMATIONRETRIEVAL OTHERCREATIVEAIPOSSIBILITIES 2. TEXT + MUSIC : DEAR DIARY , HTTPS://SLIDESLIVE.COM/38941538/MUSICAL-DIARY-AI-APPLICATION-FOR- MUSIC-MAKING-AND-JOURNALING 3. JOKE GENERATION (PUNS, MEMES) 4. NARRATIVE / NON FICTION STORY GENERATION 5. POETRY
• 14.
  ETHICAL & SOCIETALCHALLENGES 1. Ownership : Who is the real author ? 2. Credit/Permission : Whose data were the ML Model(s) train on? 3. Accessibility : Is the technology limited to large enterprises or only certain users ? 4. JobDisplacement : Concept Artist, Illustrators, Animators, Musicians, Writers
• 15.
  @SUYASHCJOSHI - [email protected] MIT’SCOURSE ON DEEP CREATIVITY: HTTPS://ALI-DESIGN.GITHUB.IO/DEEPCREATIVITY/ RESOURCES HOW TO WRITE A GOOD PROMPT : HTTPS://DECENTRALIZEDCREATOR.COM/WRITE-GOOD-PROMPTS-FOR-AI-ART-GENERATORS/ MUSIC AI GENERATION APPS: HTTPS://WWW.AUDIOCIPHER.COM/POST/AI-MUSIC-APP ML ARTS CURATION (COURSE, ART WORK ETC) : HTTPS://ML4A.NET TEXT TO SPEECH: HTTPS://GITHUB.COM/ML4A/ML4A/BLOB/MASTER/EXAMPLES/MODELS/TACOTRON2.IPYNB HTTPS://AI.GOOGLEBLOG.COM/2017/12/TACOTRON-2-GENERATING-HUMAN-LIKE-SPEECH.HTML CREATIVE AI DATABASE: https://creative-ai.org RUNWAY ML OPEN SOURCE PROJECTS : HTTPS://RUNWAYML.COM/
• 16.
  QUESTIONS? SUYASH JOSHI ([email protected]) @SUYASHCJOSHI @MLOPSCOMMUNITY #CREATIVEAI