Search Results for author: Mohammad Alawadhi

Found 2 papers, 0 papers with code

BIM Hyperreality: Data Synthesis Using BIM and Hyperrealistic Rendering for Deep Learning

no code implementations10 May 2021 Mohammad Alawadhi, Wei Yan

We created methods for using renderings to train a deep learning model, trained a generative adversarial network (GAN) model using these methods, and tested the output model on real-world photos.

Generative Adversarial Network Object Recognition

Deep Learning from Parametrically Generated Virtual Buildings for Real-World Object Recognition

no code implementations3 Jan 2023 Mohammad Alawadhi, Wei Yan

We study the use of parametric building information modeling (BIM) to automatically generate training data for artificial neural networks (ANNs) to recognize building objects in photos.

3D Reconstruction Object Recognition +1

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