CSM: Construction Safety Management system

Related tags

CMS CSM
Overview

CSM: Construction Safety Management system

1. 서비스 소개

  • 개요: 공사현장에서의 최적의 안전진단기술을 통한 고도화된 시스템으로 개선하고자 함
  • 목표: 안전 관련 주요 시각데이터를 Cross-Domain으로 활용하여 통합 안전 관리기술의 새로운 가치 창출

2. Team-SCV 멤버

Name 배현재 안재주 홍상훈 곽영상
Role Leader 연구 및 개발 연구 및 개발 연구 및 개발
Figure

3. 활용 데이터셋

  1. 공사현장 안전장비 데이터
  2. 화재 발생 예측 데이터

4. 환경 구성

1. git clone https://github.com/Team-SCV/CSM.git
2. cd CSM
3. pip install -r requirements.txt
  1. Download Model Pretrained Weights
  2. Download Monitoring Data

5. 구동 방법

1. CSM 환경 구성
2. [Pretrained Weights, Monitoring Data] 다운로드 및 위치시키기
  2.1 Model/
           Pretrained Weights
  2.2 Monitoring_gif/
           Monitoring Data
3. 프로젝트 폴더 내 Model 디렉토리에 저장
4. streamlit run CSM.py

6. Reference Repo

Yolov5

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