Project Summary
Project Subject
An artificial intelligence project compatible with Kaizen goals that enables businesses to perform personnel tracking, area violation detection, and time exceeding monitoring using security cameras. The project analyzes images from security cameras in real-time and enables data-driven decision making.
Kaizen Integration
Kaizen embraces the philosophy of continuous improvement. This project contributes to this goal by using security cameras and data analysis to continuously improve business processes and employee performance. Data analysis is used to evaluate business process performance and identify improvement opportunities.
Project Goals
Personnel Tracking
Tracking personnel in business processes with AI cameras, evaluating workforce efficiency
Area Violation Detection
Detecting unauthorized entry or exit to designated areas and increasing security measures
Time Exceeding Monitoring
Tracking how much time is spent at which stages of business processes and optimizing
Kaizen Goals Compliance
Complying with Kaizen principles to improve and continuously enhance business processes
Data-Driven Decisions
Making conscious and effective decisions by analyzing data recorded by security cameras
User-Friendly Interface
User interface where personnel can easily access camera data and perform analysis
Continuous Improvement
Continuously improving business processes through data monitoring and analysis
Scalability
Structure that can be used with more security cameras and in other factories in the future
Technologies Used
AWS Services
Development Tools
Implementation Phases
Planning and Analysis
Detailed analysis of needs and goals, security cameras, data storage and AWS infrastructure planning
Technical Infrastructure Setup
AWS infrastructure (EC2, S3, RDS), connecting security cameras and other devices
Image Processing and Analysis
Live image processing with Kinesis Video Streams, face recognition and object detection with AWS Rekognition
User Interface Development
User interface with AWS API Gateway, area marking and access to analysis results
Data Analysis and Kaizen
Analysis of collected data, comparison with Kaizen goals, data-based decisions
Integration and Continuous Improvement
Integration with other systems, continuous development in line with Kaizen principles
Rest Time Tracking and Legal Regulations
Legal Requirements
There are various regulations regarding the rest rights of personnel from Turkish labor legislation. Our project automatically tracks compliance with these regulations.
Consequences of Violation
When rest periods are violated, businesses face various losses:
- Personnel Cost Losses
- Production Cost Losses
- Related Other Losses
Our Project's Contribution
Our AI-supported camera system automatically tracks employee rest periods, warns in case of non-compliance with regulations, and helps businesses comply with legal requirements.
✨Results and Benefits
Project Information
Keywords
Product of the Project
KAIZEN-AI Image Processing and Analysis Platform
Platform that strengthens existing security cameras of businesses with artificial intelligence for personnel tracking, area violation detection, time exceeding monitoring and Kaizen goals control.