Idaho Camera Traps

This data set contains approximately 1.5 million camera trap images from Idaho. Labels are provided for 62 categories, most of which are animal classes (“deer”, “elk”, and “cattle” are the most common animal classes), but labels also include some state indicators (e.g. “snow on lens”, “foggy lens”). Approximately 70.5% of images are labeled as empty. Annotations were assigned to image sequences, rather than individual images, so annotations are meaningful only at the sequence level. The metadata contains references to images containing humans, but these have been removed from the dataset (along with images containing vehicles and domestic dogs).

本数据集汇聚了约150万张爱达荷州的相机诱捕图像。标签涵盖了62个类别，其中大部分为动物类别（如‘鹿’、‘麋鹿’和‘牛’为最常见的动物类别），标签亦包含某些状态指示（例如‘镜头上积雪’、‘镜头起雾’）。约70.5%的图像被标记为空。标注是分配给图像序列而非单张图像，因此标注仅在序列层面具有意义。元数据中包含包含人类图像的引用，但这些图像已从数据集中移除（连同包含车辆和家犬的图像一同移除）。