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: mackenzie.mathis@epfl.ch