Towards Improving Workers' Safety and Progress Monitoring of Construction Sites Through Construction Site Understanding

no code implementations • 27 Oct 2022 • Mahdi Bonyani, Maryam Soleymani

Object detection task in construction site images is experimented with extensively to demonstrate its efficacy and effectiveness.

object-detection Object Detection

Autonomous Resource Management in Construction Companies Using Deep Reinforcement Learning Based on IoT

no code implementations • 17 Aug 2022 • Maryam Soleymani, Mahdi Bonyani, Meghdad Attarzadeh

Resource allocation is one of the most critical issues in planning construction projects, due to its direct impact on cost, time, and quality.

Management reinforcement-learning +1

Construction material classification on imbalanced datasets using Vision Transformer (ViT) architecture

no code implementations • 21 Aug 2021 • Maryam Soleymani, Mahdi Bonyani, Hadi Mahami, Farnad Nasirzadeh

This research proposes a reliable model for identifying different construction materials with the highest accuracy, which is exploited as an advantageous tool for a wide range of construction applications such as automated progress monitoring.

Management Material Classification