Twelve Labs: Multimodal AI for Human-like Video Understanding
Twelve Labs is revolutionizing video understanding with its multimodal AI, allowing applications to comprehend videos with human-like accuracy. This technology goes beyond simple tagging, offering powerful search, generation, and embedding capabilities for even the largest video libraries.
Key Features
- Search: Find any scene within a video using natural language queries. This allows users to pinpoint specific moments, making it ideal for large archives or customer-facing platforms.
- Generate: Create various text formats from your videos via prompting. Generate summaries, detailed reports, titles, highlights, chapters, shot lists, and more. Extract key information and insights effortlessly.
- Embed: Generate rich video embeddings to power downstream tasks. These embeddings enable advanced search, generation, and other AI-powered functionalities.
Use Cases
Twelve Labs' AI is applicable across numerous industries:
- Media & Entertainment: Quickly find specific scenes in vast video libraries, generate summaries and highlights, and create engaging content.
- Sports: Analyze game footage to identify key moments, generate highlights, and create engaging content for fans.
- Security & Surveillance: Analyze CCTV footage to identify events and generate reports with timestamps.
- Education: Create educational resources from videos, generate summaries and quizzes, and personalize learning experiences.
- E-commerce: Analyze product demonstration videos to generate descriptions and highlight key features.
Technology
Twelve Labs leverages state-of-the-art video foundation models, including Marengo and Pegasus, to achieve unparalleled accuracy and scalability. These models process video, audio, and text data to create rich multimodal embeddings.
Marengo 2.7 Release
The latest release, Marengo 2.7, introduces further improvements in accuracy and performance, solidifying Twelve Labs' position as a leader in video AI.
Comparisons
Compared to other video AI solutions, Twelve Labs offers superior accuracy and scalability, handling even the largest video datasets with ease. Its multimodal approach surpasses traditional methods that rely solely on text or visual analysis.
Conclusion
Twelve Labs' multimodal AI is transforming how we interact with and understand video data. Its powerful features and scalability make it a valuable tool for businesses and individuals alike.
