浮选过程泡沫图像数据集

本数据集为浮选过程泡沫图像数据，覆盖铜矿、铁矿、磷矿、煤泥等典型物料，包含粗选、扫选、精选泡沫图像及对应的工艺指标标签（品位、回收率、药剂用量、充气量等），部分样本含图像特征（气泡尺寸、颜色、纹理）。适用于泡沫特征分析、品位预测、异常检测及智能控制。This dataset comprises froth image data collected from flotation processes, covering typical mineral materials including copper ore, iron ore, phosphate ore, coal slime and others. It includes froth images from roughing, scavenging and cleaning stages, along with corresponding process indicator labels such as grade, recovery, reagent dosage, aeration rate and other related parameters. Some samples are provided with image features including bubble size, color and texture. This dataset is applicable to froth feature analysis, grade prediction, anomaly detection and intelligent control.

搜集汇总

背景与挑战

背景概述

该数据集聚焦浮选工艺过程，提供了涵盖铜矿、铁矿、磷矿、煤泥等多种物料的泡沫图像，覆盖粗选、扫选及精选等作业阶段。数据集包含图像本身、对应的工艺指标标签（如品位和回收率）以及部分图像特征，适用于泡沫特征分析、浮选状态预测、异常检测和智能控制系统开发。