What is Twelve Labs?
Twelve Labs is an AI-driven video search platform that helps developers create applications that can see, listen, and understand the world like humans. It does this by providing developers with the most powerful video search API. Twelve Labs recently raised $12 million in seed extension funding and partnered with Oracle to bring video understanding to market.The Twelve Labs platform works by extracting key features from video such as action, object, text on screen, speech, and people. It then transforms this information into vector representations, enabling fast and scalable semantic search. Its AI models outperform open-source and commercial models, recently ranking #1 in the video retrieval track from the 2021 ICCV VALUE Challenge hosted by Microsoft.The platform is also customizable to fit specific needs, offering multimodal contextual understanding and easy integration with just a few API calls. It is used by developers and product managers to build applications with a rich understanding of video content.Twelve Labs provides a suite of APIs and a playground to help developers quickly and easily make their video catalogs searchable. It is used in a variety of applications, such as contextual advertising, content moderation, evidence search, content search, media analytics, digital asset management, brand safety, lecture search, video recommendation, and video editing.
Pros
- Extracts key features from videos
- Transforms information into vector representations
- Fast and scalable semantic search
- Outperforms open-source and commercial models
- Won #1 in ICCV VALUE Challenge
- Customizable platform
- Easy API integration
- Rich understanding of video content
- Used for multiple applications
- Effective for contextual advertising
- Enables content moderation
- Efficient in evidence search
- Improves content search
- Enhances media analytics
- Assists in digital asset management
- Ensures brand safety
- Simplifies lecture search
- Smoothens video recommendation
- Assists in video editing
- Search any visuals
- conversations
- logos
- text
- End-to-end infrastructure
- State-of-the-art accuracy
- Two-step (Index - Search) process
- Supports multiple outputs
- minimal training
- Easy deployment
- APIs and playground for developers
- Transforms video into a vector embedding
- Offers fine-tuned models
- Used for locating ad insertion points
- Efficient in identifying safety violations
- Search precise moments within CCTV footage
Cons
- Lack of pricing information
- No download option
- No offline capabilities
- Requires technical knowledge
- Customization may take time
- Limited documentation
- Doesn't support all languages
- May miss nuanced context
- No distributed search option
- No mobile app
Twelve Labs FAQ
What is the main function of Twelve Labs?
Twelve Labs' main function is to provide an AI-driven video search platform. This platform assists developers in creating applications capable of understanding the world, comparable to human capabilities, via its potent video search API.
What makes Twelve Labs different from other AI tools?
What distinguishes Twelve Labs from other AI tools is its superior performance and fine-tunable nature. It has led fields like video retrieval in competitions like the 2021 ICCV VALUE Challenge hosted by Microsoft. Customizability is also a crucial aspect, with the platform offering multimodal contextual understanding and easy integration that fits various applications.
What are the key features that Twelve Labs extracts from videos?
Twelve Labs extracts key features from videos such as action, objects, text on screen, speech, and people. This extensive and comprehensive feature extraction capability contributes to its sophisticated video understanding.
How does the vector representations function work in Twelve Labs?
At Twelve Labs, the vector representations function works by transforming the extracted information like action, objects, text on screen, speech, and people into vector representations. These vectors expedite and scale semantic search, providing a deeper understanding of video content.
How customizable is Twelve Labs?
Twelve Labs is highly customizable to satisfy specific needs. It provides multimodal contextual understanding and enables easy integration with just a few API calls. Furthermore, developers can fine-tune their models on top of Twelve Labs' state-of-the-art video understanding AI for domain-specific needs.
What kind of applications is Twelve Labs used in?
Twelve Labs is used in a variety of applications, such as contextual advertising, content moderation, evidence search, content search, media analytics, digital asset management, brand safety, lecture search, video recommendation, and video editing.
Does Twelve Labs provide any APIs for developers?
Yes, Twelve Labs provides a suite of APIs for developers. It allows them to make their video catalogs searchable, transform their videos into vector embeddings, and create customized models for their domain-specific needs.
Who can use Twelve Labs?
Twelve Labs can be used by developers and product managers looking to build applications with a rich understanding of video content.
