wwjwy / structural_inspection_main

Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.

Structural Inspection Main

Updates!

• 12/14/2021 - Annotation study repository has been published.
• 12/31/2021 - StyleGAN2 repository has been published.

Associated Papers and Repositories

"Visual Structural Inspection Datasets: A Cataloged Review" - 2021 (E. Bianchi, M. Hebdon) 🟡 [Paper] (In review)

Link to access the table, contribute dataset links, submit edit request, or become a data steward:

• 🟢 Cataloged Dataset

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"Development of Open-source Collaborative Structural Inspection Datasets" - 2021 (E. Bianchi, M. Hebdon) 🟡 [Paper] (In review)

Access all six datasets, the code, and the trained models here:

• 🟢 Development of Open-source Collaborative Structural Inspection Datasets

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"Forecasting Infrastructure Deterioration with GAN-Inversion" - 2021 (E. Bianchi, M. Hebdon) 🟢 [Paper] 🟢[Open Access Paper]

• 🟢 GAN-Inversion codebase: StyleGAN2 and InterfaceGAN implementation

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"Bridge Inspection Component Registration for Damage Evolution" - 2021 (E. Bianchi, S. Nazmus, C. Woolsey, M. Hebdon) 🟡 [Paper (in review)]

(COMING SOON - December 2021 - p.s. the following bulleted link doesn't work right now)

• 🔴 Component Registration codebase and results

Note the Referenced Papers

SuperGlue paper, we based our code on the official SuperGlue repository
RANSAC-FLOW paper, we based our code on the official RANSAC-FLOW repository

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"Extending Datasets with Editable First-pass Annotations" - 2021 (E. Bianchi) 🟢 [Paper]

• 🟢 Editable First-pass Annotations codebase and results

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