baselab/controlled-diet-methane-dataset

Controlled Diet Dataset for Methane Plume Detection 是一个用于甲烷羽量化检测的数据集，包含使用FLIR GF77光学气体成像技术捕获的热红外图像。该数据集记录了在三种不同饮食条件下控制的瘤胃发酵实验中甲烷的排放情况，分别为控制饮食(166-171 ppm)、低粗饲料饮食(300-334 ppm)和高粗饲料饮食(457-510 ppm)。数据集分为训练集、验证集和测试集，共有4,885张图像，并提供了类别的映射关系和统计信息。

The Controlled Diet Dataset for Methane Plume Detection is a dataset for methane plume quantification, containing thermal infrared images captured using FLIR GF77 optical gas imaging technology. The dataset documents methane emissions from controlled rumen fermentation experiments under three different dietary conditions: Control diet (166-171 ppm), Low forage diet (300-334 ppm), and High forage diet (457-510 ppm). The dataset is split into training, validation, and test sets, totaling 4,885 images, with class mapping and statistical information provided.