The Challenge
A large multinational construction company sought to improve efficiencies, reduce costs, and leverage existing data assets. Despite deploying high-resolution cameras on active construction sites, the rich image and video data collected remained underutilized. The company aimed to harness this data to monitor productivity and audit site safety effectively.
The Solution
Accelvision was assigned to enhance the organization’s video processing capabilities:
- Developing a Flexible Computer Vision Solution: We built a model capable of processing data from existing cameras—including static images, time-lapse recordings, and live feeds—to automate image detection for monitoring productivity and safety. The model’s flexibility allows users to define specific regions of interest and incorporate new object types for detection as business needs evolve.
- Integrating with Client Dashboards: Our solution feeds processed data into the client’s dashboards, enabling comprehensive reporting and analysis to inform critical business decisions.
- Providing Comprehensive Support: We delivered documentation, training, and consulting on best practices for implementing and optimizing the model, ensuring seamless integration and operation.
Key Outcomes
- Real-Time Monitoring: The client can now remotely monitor construction site activity, receiving automatic alerts for events such as material deliveries and personnel movements.
- Enhanced Safety Compliance: The system detects safety compliance issues, such as the absence of personal protective equipment (PPE), and notifies supervisors to address them promptly.
- Operational Efficiency: By unlocking the potential of existing image and video data, the company has improved project management, scheduling, health and safety, and security operations, leading to significant cost savings.
This project demonstrates Accelvision’s ability to deliver dynamic machine vision solutions that enhance productivity and safety in the construction industry, providing clients with actionable insights and operational excellence.
