Acoustic image log borehole breakout dataset for advancing deep learning in automatic breakout characterization from image logs
Abstract
This repository contains annotated acoustic image log breakout samples for deep learning. It is associated with the following repository on Github: https://github.com/wanggy-1/Breakout-picker/tree/main training_dataset.zip: training samples. validation_dataset.zip: validation samples. borehole_for_testing.zip: acoustic image logs from four boreholes for testing.
Fields of Study & Subjects
Hydrocarbon exploration and reservoir analysis
Drilling and Well Engineering
Geochemistry and Geologic Mapping
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 13 February 2026
- Language
- EN
- Document type
- Dataset