Eadet-ConvNet
所属分类:地理学
开发工具:Python
文件大小:2354KB
下载次数:2
上传日期:2021-12-07 10:06:57
上 传 者:
sh-1993
说明: 基于PyTorch的DAS光纤数据地震检测卷积神经网络(ConvNet)
(A Convolutional Neural Network (ConvNet) for earthquake detection in DAS fibre-optic data using PyTorch)
文件列表:
config.py (1865, 2021-12-07)
data.py (4364, 2021-12-07)
images (0, 2021-12-07)
images\detection.svg (654522, 2021-12-07)
images\model.svg (3030671, 2021-12-07)
jobs.py (4208, 2021-12-07)
main.py (7950, 2021-12-07)
model.py (3940, 2021-12-07)
# EADET - earthquake detection in DAS fibre-optic data using object-detection deep learning
This project presents the first demonstration of the transferability
of a convolutional neural network (ConvNet) trained to detect micro-seismic
earthquakes in one distributed acoustic sensing (DAS) fiber-optic data.
## Dependencies
- Python (>= 3.6, with development headers)
- NumPy (>= 1.21.2)
- [PyTorch](https://pytorch.org/) (>= 1.9.1)
- xarray (>= 0.19.0)
- [Pyrocko](https://pyrocko.org/) (>= 2021.09.14)
## Contact Information
This repository is still a work in progress. Any feedback/suggestions
are welcome.
- Nima Nooshiri - nima.nooshiri@gmail.com
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