(E-learning) Adoption of Artificial Intelligence in Workplace Safety & Health (4 SDU) - 12 March 2026

Introduction:

In the rapidly evolving landscape of workplace safety & health (WSH), Video Surveillance Systems (VSS) can help companies better manage WSH risks through enhanced monitoring of work activities. The integration of Video Analytics Systems (VAS) has become pivotal in mitigating risks and ensuring a secure environment.

Course Outline:

•⁠ ⁠Introduction to computer vision: Understand the basics of computer vision and its applications in construction safety.

Overview of common hazards on construction sites (e.g., falls, equipment hazards, unsafe practices).

Challenges and needs for automated safety monitoring.
•⁠ ⁠Introduction to video surveillance system: Understand the basics of video surveillance system and effective site coverage.
•⁠ ⁠Data collection and analysis: This section covers the process of data collection from real-time video streams for hazard detection and safety compliance monitoring.
•⁠ ⁠Model evaluation and validation: This section covers fundamentals of object detection models

Overview of popular object detection models: YOLO, Faster R-CNN, SSD.

Real-time detection for identifying hard hats, safety vests, machinery, and vehicles.

Evaluation metrics specific to safety applications (e.g., precision, recall, real-time accuracy).

Certification:

Upon completion of the course, a Certificate of Participation will be issued to the learners. 

Concord Associates Pte Ltd reserves the right to cancel/postpone this course at short notice at its absolute discretion without assigning any reason for such cancellation/postponements.

Please note that there shall be no withdrawal/postponement/cancellation/refund given once the above applicant(s) is/are registered for this course.

With reference to the above, course fee will still be charged as per the fee stated.

All certificate(s)/ID Card(s) that has/have not been collected for more than 1 month from the commencement date shall be discarded.