CAMO-FS

Dataset Information
Introduced
2024
License
Apache-2.0 license
Homepage
Official Website
Contents

Overview

CAMO-FS Dataset comes with the paper entitled The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation.

DOI: https://doi.org/10.1109/ACCESS.2024.3432873

Official GitHub: https://github.com/danhntd/FS-CDIS

The dataset includes camouflaged images and the annotations under COCO JSON format.

Variants: CAMO-FS

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Few-Shot Object Detection FS-CDIS (MTFA+IMS 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (Res101-MTFA+IMS 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (MTFA+IMS 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (Res101-MTFA+IMS 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+ITL 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (Res101-MTFA+ITL 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+ITL 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+IMS 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+IMS 5-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+IMS 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+ITL 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+ITL 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (MTFA+IMS 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (Res101-MTFA+IMS 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (M-RCNN+IMS 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (Res101-MTFA+ITL 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+ITL 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+IMS 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+IMS 3-shot) The Art of Camouflage: Few-Shot … 2023-04-15
Few-Shot Object Detection FS-CDIS (iFS-RCNN+ITL 2-shot) The Art of Camouflage: Few-Shot … 2023-04-15

Research Papers

Recent papers with results on this dataset:

External Links: