ABCD (AIST Building Change Detection) dataset is a new labeled dataset, specially geared toward constructing and evaluating damage detection systems to identify whether buildings have been washed-away by tsunami. The paper: Aito Fujita, Ken Sakurada, Tomoyuki Imaizumi, Riho Ito, Shuhei Hikosaka and Ryosuke Nakamura, "Damage Detection from Aerial Images via Convolutional Neural Networks," IAPR International Conference on Machine Vision Applications (MVA), 2017. (pdf)
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