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

Material Recognition for Automated Progress Monitoring using Deep Learning Methods

no code implementations • 29 Jun 2020 • Hadi Mahami, Navid Ghassemi, Mohammad Tayarani Darbandy, Afshin Shoeibi, Sadiq Hussain, Farnad Nasirzadeh, Roohallah Alizadehsani, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi

Recent advancements in Artificial intelligence, especially deep learning, has changed many fields irreversibly by introducing state of the art methods for automation.

Material Classification Material Recognition