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99,742 Human & Pet Detection Dataset with Bounding Boxes & Keypoint Annotations
human detection dataset
pet detection dataset
object detection dataset
annotated image dataset
computer vision dataset
cat detection dataset
dog detection dataset
This dataset contains 99,742 sets of humans, cats, and dogs. Each image is accompanied by a JSON annotation file containing bounding box and keypoint annotations for all labeled subjects. The dataset covers multiple ethnicities, cat breeds, dog breeds, age groups, camera viewpoints, body postures, scenes, and lighting conditions. Bounding box annotation accuracy exceeds 95%, with side offsets limited to within 5 pixels. Keypoint annotation accuracy exceeds 95%, and overall label accuracy is greater than 95%. The dataset is suitable for object detection, human pose estimation, pet pose estimation, keypoint detection, cat and dog breed classification, and AI model training for computer vision applications.
This is a paid datasets for commercial use, research purpose and more. Licensed ready made datasets help jump-start AI projects.
Specifications
Data Content
Each data sample consists of one image and one JSON document. The JSON document contains structured data for object detection and keypoint annotations of humans and pets (cats and dogs) in the image.
Data Scale
There are a total of 99742 data samples, categorized as follows: 30647 samples contain only cats; 39621 samples contain only dogs; 52 samples contain only cats and dogs; 8154 samples contain only humans and cats; 20854 samples contain only humans and dogs; and 414 samples contain humans, cats, and dogs together.
Collection diversity
Multiple human races, multiple cat breeds, multiple dog breeds, multiple scenes, multiple age groups, multiple angles, multiple postures, and multiple lighting conditions.
Data format
Image formats (e.g., JPG) and JSON document format.
Image pixel count
The total number of pixels in an image ranges from 4,096 to 51,840,000 pixels.
Annotation Accuracy
A bounding box is considered qualified if the deviations on all four sides do not exceed 5 pixels, and the qualified rate of bounding boxes shall be no less than 95%. The keypoint annotation accuracy shall be no less than 95%. The label accuracy shall exceed 95%.
Specifications
Sample
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