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CAMO

Camouflaged Object

ImagesIntroduced 2021-05-20

Camouflaged Object (CAMO) dataset specifically designed for the task of camouflaged object segmentation. We focus on two categories, i.e., naturally camouflaged objects and artificially camouflaged objects, which usually correspond to animals and humans in the real world, respectively. Camouflaged object images consists of 1250 images (1000 images for the training set and 250 images for the testing set). Non-camouflaged object images are collected from the MS-COCO dataset (1000 images for the training set and 250 images for the testing set). CAMO has objectness mask ground-truth.

Benchmarks

16k/S-Measure 16k/Weighted F-Measure 16k/MAE 16k/E_{\phi}16k/F_{\beta}16k/S_{\alpha}2D Classification/S-Measure 2D Classification/Weighted F-Measure 2D Classification/MAE 2D Classification/E_{\phi}2D Classification/F_{\beta}2D Classification/S_{\alpha}2D Object Detection/S-Measure 2D Object Detection/Weighted F-Measure 2D Object Detection/MAE 2D Object Detection/E_{\phi}2D Object Detection/F_{\beta}2D Object Detection/S_{\alpha}3D/S-Measure 3D/Weighted F-Measure 3D/MAE 3D/E_{\phi}3D/F_{\beta}3D/S_{\alpha}Camouflaged Object Segmentation/S-Measure Camouflaged Object Segmentation/Weighted F-Measure Camouflaged Object Segmentation/MAE Camouflaged Object Segmentation/E_{\phi}Camouflaged Object Segmentation/F_{\beta}Camouflaged Object Segmentation/S_{\alpha}Object Detection/S-Measure Object Detection/Weighted F-Measure Object Detection/MAE Object Detection/E_{\phi}Object Detection/F_{\beta}Object Detection/S_{\alpha}Object Segmentation/S-Measure Object Segmentation/Weighted F-Measure Object Segmentation/MAE Object Segmentation/E_{\phi}Object Segmentation/F_{\beta}Object Segmentation/S_{\alpha}

Related Benchmarks

CAMO-FS/16k/box AP CAMO-FS/2D Classification/box AP CAMO-FS/2D Object Detection/box AP CAMO-FS/2D Semantic Segmentation/mask AP CAMO-FS/3D/box AP CAMO-FS/Few-Shot Object Detection/box AP CAMO-FS/Image Segmentation/mask AP CAMO-FS/Object Detection/box AP Camouflaged Animal Dataset/16k/MAE Camouflaged Animal Dataset/16k/S-measure Camouflaged Animal Dataset/16k/mDice Camouflaged Animal Dataset/16k/mIoU Camouflaged Animal Dataset/16k/weighted F-measure Camouflaged Animal Dataset/2D Classification/MAE Camouflaged Animal Dataset/2D Classification/S-measure Camouflaged Animal Dataset/2D Classification/mDice Camouflaged Animal Dataset/2D Classification/mIoU Camouflaged Animal Dataset/2D Classification/weighted F-measure Camouflaged Animal Dataset/2D Object Detection/MAE Camouflaged Animal Dataset/2D Object Detection/S-measure Camouflaged Animal Dataset/2D Object Detection/mDice Camouflaged Animal Dataset/2D Object Detection/mIoU Camouflaged Animal Dataset/2D Object Detection/weighted F-measure Camouflaged Animal Dataset/3D/MAE Camouflaged Animal Dataset/3D/S-measure Camouflaged Animal Dataset/3D/mDice Camouflaged Animal Dataset/3D/mIoU Camouflaged Animal Dataset/3D/weighted F-measure Camouflaged Animal Dataset/Camouflaged Object Segmentation/MAE Camouflaged Animal Dataset/Camouflaged Object Segmentation/S-measure Camouflaged Animal Dataset/Camouflaged Object Segmentation/mDice Camouflaged Animal Dataset/Camouflaged Object Segmentation/mIoU Camouflaged Animal Dataset/Camouflaged Object Segmentation/weighted F-measure Camouflaged Animal Dataset/Object Detection/MAE Camouflaged Animal Dataset/Object Detection/S-measure Camouflaged Animal Dataset/Object Detection/mDice Camouflaged Animal Dataset/Object Detection/mIoU Camouflaged Animal Dataset/Object Detection/weighted F-measure Camouflaged Animal Dataset/Object Segmentation/MAE Camouflaged Animal Dataset/Object Segmentation/S-measure Camouflaged Animal Dataset/Object Segmentation/mDice Camouflaged Animal Dataset/Object Segmentation/mIoU Camouflaged Animal Dataset/Object Segmentation/weighted F-measure

Statistics

Papers: 139
Benchmarks: 42

Links

Tasks

16k 2D Classification 2D Object Detection 3D Camouflaged Object Segmentation Camouflaged Object Segmentation with a Single Task-generic Prompt Object Detection Object Segmentation