iRodent: a keypoint and segmentation dataset of rodents in the wild

Description: The "iRodent" dataset contains rodent species observations obtained using the iNaturalist API, with a focus on Suborder Myomorpha (Taxon ID: 16). The dataset features prominent rodent species like Muskrat, Brown Rat, House Mouse, Black Rat, Hispid Cotton Rat, Meadow Vole, Bank Vole, Deer Mouse, White-footed Mouse, and Striped Field Mouse. The dataset provides manually labeled keypoints for pose estimation and segmentation masks for a subset of images using a Mask R-CNN model. Creator: Adaptive Motor Control Lab Data Format: COCO format Number of Images: 443 Species: Muskrat, Brown Rat, House Mouse, Black Rat, Hispid Cotton Rat, Meadow Vole, Bank Vole, Deer Mouse, White-footed Mouse, Striped Field Mouse Image Resolution: Varied (800x600 to 5184x3456 pixels) Annotations: Pose keypoints and generated segmentation masks by Tian Qiu and Mackenzie Mathis. License: Apache 2.0 Keywords: animal pose estimation, behaviour analysis, keypoints, rodent Contact: Mackenzie Mathis Email: [e-mail]数据集说明：本“iRodent”数据集包含通过iNaturalist API获取的啮齿类动物观测记录，研究聚焦于鼠形亚目（Suborder Myomorpha，分类ID：16）。数据集涵盖的典型啮齿类物种包括麝鼠（Muskrat）、褐家鼠（Brown Rat）、小家鼠（House Mouse）、黑家鼠（Black Rat）、粗毛棉鼠（Hispid Cotton Rat）、草地田鼠（Meadow Vole）、河岸田鼠（Bank Vole）、鹿鼠（Deer Mouse）、白足鼠（White-footed Mouse）以及条纹田鼠（Striped Field Mouse）。数据集为部分图像提供了用于姿态估计的人工标注关键点，同时通过Mask R-CNN模型为部分图像生成了分割掩码。创作者：自适应运动控制实验室（Adaptive Motor Control Lab）。数据格式：COCO格式。图像数量：443张。所含物种：麝鼠（Muskrat）、褐家鼠（Brown Rat）、小家鼠（House Mouse）、黑家鼠（Black Rat）、粗毛棉鼠（Hispid Cotton Rat）、草地田鼠（Meadow Vole）、河岸田鼠（Bank Vole）、鹿鼠（Deer Mouse）、白足鼠（White-footed Mouse）、条纹田鼠（Striped Field Mouse）。图像分辨率：多样（800×600 至 5184×3456 像素）。标注信息：由Tian Qiu与Mackenzie Mathis生成的姿态关键点及分割掩码。许可协议：Apache 2.0。关键词：动物姿态估计、行为分析、关键点、啮齿类动物。联系方式：Mackenzie Mathis，电子邮箱：[e-mail]