과제 정보 - 연구번호, 연구사업명, 연구기간, 연구책임자, 사업예산, 대상국, 기술분류, 영상자료, 첨부파일, 연구내용

연구번호	RS-2023-00269693
연구사업명	Local demonstration and marketization technology for AI-based screening and control systems suitable for the ASEAN region
연구기간	2023.06.30 ~ 2027.12.31	연구책임자	-
사업예산	2,560 백만원	대상국	Indonesia
기술분류	Urban space	영상자료	https://www.markany.com/aivideoanalyticshttps://www.youtube.com/watch?v=XUSwv-YPXdwhttps://www.youtube.com/watch?v=S8wMMZyna_4&t=28s
연구보고서	06_타당성 조사보고서_아세안 지역에 적합한 AI기반 선별관제시스템의 현지 실증 및 시장화 기술.pdf (6 MB) 바로보기 다운로드	기술개발홍보자료	06_Brochure_Local demonstration and marketization technology for AI-based screening and control systems suitable for the ASEAN region.pdf (1 MB) 바로보기 다운로드
연구내용	Development and demonstration of an intelligent screening control system to control abnormal behavior (5-types) suitable for ASEAN ○ Building raw data for screening - Preparation of scenarios for each type of abnormal behavior and proceeding with actor selection - CCTV raw data collection in KOTA Command Center - Set the data construction definition and scale, and perform the acquisition data scale and basic design for each class ○ Data purification and processing - Build source data by refining raw data (removing duplicate files, de-identifying, cropping, removing duplicate data, etc.) - Perform data cutting and de-identification tasks based on semantic accuracy, diversity, and de-identification of important information from raw data - Raw data for detection classes is created as a source dataset after processing personal information without identifying personal information through personal information de-identification processing - Use work tools to perform labeling tasks in accordance with labeling guidelines - After checking the labeling, classify classes for the appropriate data model and store the labeling data ○ Building a learning model to improve object recognition technology - Prior research and candidate group setting for learning models - Establishing learning models related to general (normal) behavior - Building a learning model for abnormal behavior (loitering, intrusion, fire, motorcycle theft, and gangsters) - Conducting joint research and collaboration with Bandung Institute of Technology according to local conditions - Selection of quality indicators for each candidate group of learning models - Verification of learning models and application of solutions based on quality indicators

연구기관명

연구기관명 현황 - 번호, 연구기관명, 구분, 전화번호, E-mail

번호	연구기관명	구분	전화번호	E-mail
1	Markany	주관연구기관
2	ITB	해외협력기관
3	UNJ	해외협력기관