The example projects on this page utilize the TwelveLabs Video Understanding Platform to advance communication strategies and analytical insights.

Aletheia

Summary: Aletheia is a web application designed to detect media bias by analyzing political bias in text and video content using AI technology.

Description: The application utilizes TwelveLabs’ Pegasus 1.2 video understanding model for thorough video analysis, encompassing both visual and audio processing. It implements efficient video indexing workflows and enables streaming analysis for real-time bias detection. This innovative application showcases advanced content extraction techniques, effectively removing advertisements and navigation elements to focus on the core articles. Additionally, it provides a clear visualization of bias on a scale from -10 to +10.

GitHub repo: Penguin60/Aletheia

Devpost: Aletheia

ConText

Summary: ConText is an advanced dialect-aware translation system designed to bridge linguistic barriers for Caribbean dialect speakers through comprehensive multimedia processing.

Description: The platform uses the TwelveLabs API as its primary engine for transcription and video processing. It employs the Marengo 2.7 and Pegasus 1.2 video understanding models, along with a custom-trained T5 model specifically for dialect translations. This innovative solution addresses the needs of underserved linguistic communities by preserving cultural nuances and facilitating communication across various dialects and standard English.

GitHub repo: socolachaymo/ConText

Devpost: ConText

Gaslytics

Summary: Gaslytics is an AI-powered platform that analyzes recorded arguments to identify manipulative communication tactics, such as gaslighting and emotional blackmail.

Description: Utilizing the TwelveLabs API as its core analysis engine, the platform leverages multimodal capabilities to detect six specific manipulation tactics through advanced prompts and JSON schema validation. This innovative application addresses psychological manipulation in relationships by providing objective analysis and emotional clarity for users who may feel confused after challenging conversations.

GitHub repo: lucianlavric/Gaslytics, Julez14/gaslytics-backend

Devpost: Gaslytics

Post Guardian

Summary: Post Guardian is a dual-system privacy protection solution that includes a Chrome extension for assessing social media risks and a robotic system for filtering content in physical spaces.

Description: The project integrates the TwelveLabs API for advanced video content analysis, along with Google Gemini for multimodal detection of risky content. It employs intelligent caching mechanisms and fallback systems. This comprehensive privacy protection system effectively addresses both digital social media privacy and physical space content filtering through sophisticated real-time analysis and AI-powered video blurring capabilities.

GitHub repo: ReeeGeXx/PostGuardian

Devpost: Post Guardian