Dataset and Code Accompanying "Challenges and Learning from Exploring Deep Metric Learning for Identifying Seismic Stratigraphy"
收藏NIAID Data Ecosystem2026-05-02 收录
下载链接：
https://zenodo.org/record/13220732
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资源简介：
Dataset and code related to the work outlined in "Challenges and Learning from Exploring Deep Metric Learning for Identifying Seismic Stratigraphy".
File Description:
seis_seg.h5 - trained model weights.
topseis_temp.npy - seismic survey.
train_demo.ipynb - training demo including synthetic modelling pipeline.
inference_and_plot - inference and reproducing main results.
Pre-calculated phase volume and encoded features for reproducing figures:
unwrapped_phase_volume_full.npy.
features_full_ds222_ps32_s222.npy.
indices_full_ds222_ps32_s222.npy.
创建时间：
2024-08-08
