Voxel51/Larch_Tree_Damage

森林损害-落叶松鞘蛾数据集包含瑞典Västergötland森林的航拍无人机图像，旨在支持基于AI的落叶松鞘蛾（Coleophora laricella）造成的树木损害检测和监测。该数据集创建于一个项目中，旨在帮助森林管理者快速识别害虫威胁并采取预防措施以防止进一步的森林损害。数据集包含1,543张高分辨率RGB图像，收集自两次无人机飞行活动，覆盖五个受影响的森林区域。图像分为10个批次，包含约101,878个边界框注释，标识了单个树木。树木按物种（落叶松或其他）分类，批次1-5还包括损害严重程度的注释，分为四个类别：健康（H）、轻度损害（LD）、高度损害（HD）和其他。数据集由瑞典森林局策划，微软AI for Earth计划资助。

The Forest Damages - Larch Casebearer dataset contains aerial drone imagery of forests in Västergötland, Sweden, captured to support AI-based detection and monitoring of tree damage caused by the larch casebearer moth (*Coleophora laricella*). The dataset was created as part of a project to help forest caretakers quickly identify pest threats and respond to prevent further forest damage. The dataset consists of 1,543 high-resolution RGB images collected during two drone flight campaigns over five affected forest areas. Images are organized into 10 batches and contain approximately 101,878 bounding box annotations identifying individual trees. Trees are categorized by species (Larch or Other), and batches 1-5 additionally include damage severity annotations across four categories: Healthy (H), Light Damage (LD), High Damage (HD), and Other. The dataset is curated by the Swedish Forest Agency and funded by the Microsoft AI for Earth program.