MarengoTwelveLabs
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Seedance 2.5ByteDance
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Related Products
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About
Marengo is a multimodal video foundation model that transforms video, audio, image, and text inputs into unified embeddings, enabling powerful “any-to-any” search, retrieval, classification, and analysis across vast video and multimedia libraries. It integrates visual frames (with spatial and temporal dynamics), audio (speech, ambient sound, music), and textual content (subtitles, overlays, metadata) to create a rich, multidimensional representation of each media item. With this embedding architecture, Marengo supports robust tasks such as search (text-to-video, image-to-video, video-to-audio, etc.), semantic content discovery, anomaly detection, hybrid search, clustering, and similarity-based recommendation. The latest versions introduce multi-vector embeddings, separating representations for appearance, motion, and audio/text features, which significantly improve precision and context awareness, especially for complex or long-form content.
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About
BytePlus Seedance provides official access to Seedance 2.5, a next-generation AI video generation model for creating professional AI video from text, image, audio, and video inputs. Seedance 2.5 adopts a unified multimodal audio-video joint generation architecture, giving creators comprehensive content reference and editing capabilities for highly controlled video creation. It supports text-to-video, image-to-video, and multimodal generation workflows, allowing users to transform ideas, images, reference clips, and audio cues into cinematic video outputs. Built for immersive audiovisual creation, Seedance 2.5 features strong motion stability and audio-video joint generation, helping produce ultra-realistic scenes with more natural movement and synchronized sound. The model is designed for director-level control, supporting images, audios, and videos as references so creators can guide performance, lighting, shadow, camera movement, scene direction, and visual style.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Media companies, AI researchers, and platforms searching for a tool to build smart search engines, content discovery tools, recommendation systems, or video-analysis workflows
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Audience
Creative technology teams that need API access to controllable multimodal AI video generation for ads, product visuals, social content, and cinematic workflows
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$0.042 per minute
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationTwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo
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Company InformationByteDance
Founded: 2012
China
www.byteplus.com/en/product/seedance
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Categories |
Categories |
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