Deeping Source

About:

Data Anonymization for Secure Machine Learning

Website: http://www.deepingsource.io

Top Investors: Global Brain Corporation, Fuel, Mirae Asset Venture Investment, KDDI, Stone Bridge Ventures

Description:

Our core technology is data anonymization. More specifically, we delete all personally identifiable information (PII) from image/video and keep data usability for AI inference and training. We owns the IP and world-wide patents on that area. Based on the core data anonymization technology, we developed two AI products. 1. AI video analytics solution (+Insight): Thank to using our technology, we can enable existing CCTV video footage without violating privacy law to understand people journey and dwell time in any space. This solution is mainly applied in retail, exhibition center, showroom to provide insights about visitors in the space. 2. Data anonymization for autonomous driving AI (SEAL): to develop high accurate autonomous driving solution, gathering huge amount of image/video dataset from real field is a crucial task. However, collecting such image/video data from real field by using camera sensor cause violation of privacy law like GDPR. Our data anonymization technology makes it possible. We delete all personally identifiable information (PII) from image/video during data collection process or from existing stored dataset. So a company who need to collect huge amount of real field dataset can use our solution to make their own dataset.