If you are reporting results of the challenge or using the dataset, please cite:

Gao, Y. and Mosalam, K. M. (2019). PEER Hub ImageNet (Φ-Net): A large-scale multi-attribute benchmark dataset of structural images, PEER Report No.2019/07, Pacific Earthquake Engineering Research Center, University of California, Berkeley, CA.

Gao, Y., & Mosalam, K. M. (2018). Deep transfer learning for image-based structural damage recognition. Computer-Aided Civil and Infrastructure Engineering, 33(9), 748-768.