钻孔岩芯岩性数据集

钻孔岩芯岩性数据集主要面向钻孔岩芯类别智能辨识研究、钻孔岩芯类别辨识模型需求建设，基于钻孔岩芯图像产生，主要为某铁路工程钻孔岩芯训练数据集和验证集，包括灰岩（49134）、砂岩（40229）、页岩（32801）。及其他来源收集花岗岩训练集（26220）。

This drill core lithology dataset is designed for intelligent identification research of drill core categories and the development of drill core category recognition models. It is generated based on drill core images, and primarily consists of the training and validation datasets of drill cores from a railway engineering project, which include 49134 samples of limestone, 40229 samples of sandstone, 32801 samples of shale, as well as a granite training dataset (26220 samples) collected from other sources.

搜集汇总

背景与挑战

背景概述

该数据集面向钻孔岩芯岩性智能识别研究，基于钻孔岩芯图像构建，包含灰岩、砂岩、页岩及花岗岩的训练和验证样本。数据总量为7.08GB，涵盖近30万个文件，支持相关模型开发与应用。