Animal-Pose Dataset is an animal pose dataset to facilitate training and evaluation. This dataset provides animal pose annotations on five categories are provided: dog, cat, cow, horse, sheep, with in total 6,000+ instances in 4,000+ images. Besides, the dataset also contains bounding box annotations for other 7 animal categories.
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An 'in the wild' dataset of 20,580 dog images for which 2D joint and silhouette annotations were collected.
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AwA Pose is a large scale animal keypoint dataset with ground truth annotations for keypoint detection of quadruped animals from images.
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Horse-10 is an animal pose estimation dataset. It comprises 30 diverse Thoroughbred horses, for which 22 body parts were labeled by an expert in 8,114 frames (animal pose estimation). Horses have various coat colors and the “in-the-wild” aspect of the collected data at various Thoroughbred yearling sales and farms added additional complexity. The authors introduce Horse-C to contrast the domain shift inherent in the Horse-10 dataset with domain shift induced by common image corruptions.
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Animal Kingdom is a large and diverse dataset that provides multiple annotated tasks to enable a more thorough understanding of natural animal behaviors. The wild animal footage used in the dataset records different times of the day in an extensive range of environments containing variations in backgrounds, viewpoints, illumination and weather conditions. More specifically, the dataset contains 50 hours of annotated videos to localize relevant animal behavior segments in long videos for the video grounding task, 30K video sequences for the fine-grained multi-label action recognition task, and 33K frames for the pose estimation task, which correspond to a diverse range of animals with 850 species across 6 major animal classes.
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The ATRW Dataset contains over 8,000 video clips from 92 Amur tigers, with bounding box, pose keypoint, and tiger identity annotations.
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Dataset page: https://github.com/mosamdabhi/MBW-Data
Desert Locus is a animal pose estimation dataset for desert locuses.
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Grévy’s Zebra is an animal pose estimation dataset for zebras.
MacaquePose is an animal pose estimation dataset containing pictures of macaque monkeys and manually labeled annotations on them.
Vinegar Fly is a pose estimation dataset for fruit flies.