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Camouflaged animals in natural images

Dataset overview

Small dataset containing natural images with animals in camouflage hiding in them. The images were scrapped from google searches and then manually annotated by a human with bounding boxes. The image difficulty varies from easily spotted animals to those requiring several seconds or minutes to identify.

Easy image

easy image

Hard image (snow leopard bottom right)

hard image

Details

  • 640x640 resolution
  • COCO v1 annotation file
  • Bounding boxes for one class: "animal"
  • v1 includes 386 images

TODO

  • Add more data
  • Add more specific classes
  • Include segmentations
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