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A Multi-Survey Dataset and Benchmark for First Break Picking in Hard Rock Seismic Exploration
Pierre-Luc St-Charles · Joumana Ghosn
Seismic surveys are a valuable source of information for mineral exploration activities. We introduce a reflection seismic survey dataset acquired at four distinct hard rock mining sites to stimulate the development of new seismic data interpretation approaches. In particular, we provide annotations as well as a sound benchmarking methodology to evaluate the transferability of supervised first break picking solutions on our dataset. We train and evaluate a baseline solution based on a U-Net and discuss potential improvements to this approach.
Author Information
Pierre-Luc St-Charles (Mila)
Joumana Ghosn (Mila)
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