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YouTube

Vision-Language Model을 활용한 Vision Data Asset 구축 - AI 이미지 이해와 데이터 관리

SK AI SUMMIT 2024 via YouTube

Overview

Explore a technical conference talk from SK TECH SUMMIT 2023 that delves into managing and servicing large-scale Vision Data using Generative AI technology. Learn how SK Telecom standardizes and utilizes 100TB of fragmented vision data through Vision Language Models to provide faster and more accurate AI services. Discover insights from SKT experts Jiwon Ryu and Seongho Kim as they share their experiences in developing Vision AI solutions, including CCTV-based situation awareness systems and the challenges of managing extensive vision data assets. Understand how exceptional situation data enhances AI service accuracy and how Vision Language Models enable diverse and precise analysis of large-scale visual information. Gain valuable knowledge about SKT's approach to efficient AI backend operations and data delivery systems, including their proprietary Lightning DB database engine for big data processing.

Syllabus

[SK TECH SUMMIT 2023] 이미지를 이해하는 AI는 없나요? - Vision-Language Model을 활용한 SKT만의 Vision Data Asset 구축기

Taught by

SK AI SUMMIT 2024

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