Stream Asset Information

Creator ID
Not set
Stream ID
23e5f1c43f90952bb437623011c8ed45
Protected?
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TwelveLabs Pegasus 1.5 via TwelveLabs API

Title

Stream Video Inference Demo: AI-Powered Content Analysis


Summary

Taylor, Product Manager for Stream, demonstrates a new feature for on-demand video bindings and event subscriptions. The demo showcases video inference capabilities, including summarization, highlight reel creation, ad break identification, and content moderation. The system uses a workflow involving Stream, Queues, Workers, D1, and external AI services like 12 Labs Pegasus and AWS Nova 2. The demo highlights AI-generated content analysis, including titles, summaries, chapter segmentation, and object detection. Taylor proposes further collaboration with 12 Labs and internal teams to enhance customer experience.


Preview Frame


Chapters

ChapterStart TimeEnd TimeTitle
1068Introduction and Scope Creep
268120Video Inference Use Cases
3120180End-to-End Workflow Explanation
4180270AI-Generated Content Analysis Demo
5270390Content Moderation and Future Plans

Ad Breaks

Nova 2 Lite via AWS Bedrock

Titles

  • "Automating Video Workflows with Lumiere: A Comprehensive Guide"
  • "Streamlining Video Editing: Integrating Lumiere with Existing Tools"
  • "From Script to Screen: Automating Video Production with Lumiere"

Objects and Scenes

  • Computer screen: Displaying Lumiere interface and workflow.
  • Tree diagram: Visual representation of the video creation process.
  • Spreadsheet: Likely used for organizing video assets and metadata.
  • Video player: Showing a sample video within Lumiere.
  • Desk: Where the computer is placed, suggesting a workspace setting.
  • Background elements: Indoors setting with shelves, possibly containing books or other items.

Presentation Slides

  • "What is in a Video?": Likely an introductory slide explaining video components.
  • "Workflow": Slide detailing the step-by-step process of video creation.
  • "by Reference workflow": Slide focusing on a specific workflow methodology.

Categories

  • Video Blog: The content is educational and instructional, aimed at teaching viewers about Lumiere and video workflows.
  • Presentation: The use of slides and structured explanation indicates a presentation-style format.

Hive Moderation: Visual Moderation and AI/Deepfake Content Detection

Generated by sending the URL of a thumbnail/still frame from 50% of the video duration.

AI Generated Content and Deepfake Analysis

ClassValue
not_ai_generated_audio1
not_ai_generated0.999938244190129
none0.9998398126221602

Visual Moderation Analysis

This site doesn't have much scandalous content, but for every no_* class, there is an inversely corresponding yes_* class for the same type of content. Each will have a 0 – 1.0 value to indicate the probability that sample contained (or not) that class of content.

ClassValue
no_male_underwear1
no_sex_toy1
no_female_nudity1
no_male_nudity1
no_fight1
no_pills1
no_injectables1
no_nazi1
no_terrorist1
no_sexual_activity1
no_realistic_nsfw1
no_corpse1
no_self_harm1
no_emaciated_body1
no_child_present1
no_sexual_intent1
no_animal_genitalia1
no_gambling1
no_undressed1
no_confederate1
no_bra1
no_sports_bra1
no_panties1
no_sportswear_bottoms1
no_negligee1
no_miniskirt1
no_animal_abuse1
no_bulge1
no_tongue1
no_breast1
no_genitals1
no_butt1
no_kkk0.9999998807907104
no_middle_finger0.9999998807907104
no_religious_icon0.9999998807907104
no_bodysuit0.9999997615814208
no_qr_code0.9999997615814208
no_blood0.9999996423721312
no_drawing0.9999995231628418
no_male_shirtless0.9999994039535522
no_smoking0.9999992847442628
no_female_underwear0.9999990463256836
no_female_swimwear0.9999988079071044
no_marijuana0.9999983310699464
no_hanging_no_noose0.9999983310699464
no_cleavage0.9999983310699464
no_knife0.999997615814209
general_not_nsfw_not_suggestive0.9999922513961792
no_gun0.9999533891677856
no_alcohol0.9999382495880128
text0.9998968839645386
hybrid0.9997313618659972