There are 2 repositories under camouflaged-object-detection topic.
[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
A curated list of awesome resources for camouflaged/concealed object detection (COD).
Concealed Object Detection (SINet-V2, IEEE TPAMI 2022). Code is implemented by PyTorch/Jittor frameworks.
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection (TPAMI 2024)
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022
Deep Gradient Network for Camouflaged Object Detection (MIR 2023). Our codebase supports PyTorch & Jittor & Huawei-Ascend platforms..
Official Code for 'Referring Camouflaged Object Detection (指向性伪装物体检测) ' (TPAMI 2025)
Code for the AAAI 2023 paper "Weakly-Supervised Camouflaged Object Detection with Scribble Annotations"
The cpp inference of BiRefNet based on Tensorrt.
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network (PR@2022)
Frequency Representation Integration Network for Camouflaged Object Detection, MM2023
Multispectral dastaset for camouflage detection
Finding the Achilles Heel: Progressive Identification Network for Camouflaged Object Detection, IEEE International Conference on Multimedia & Expo (ICME), 2022. (accepting rate = 29%)
Main Repository for the Paper Titled "Enhanced Camouflaged Object Detection for Agricultural Pest Management: Insights from Unified Benchmark Dataset Analysis"
eXtended Multispectral Dataset for Camouflage Detection
Official code for GreenCOD: A Green Camouflaged Object Detection Method
A Deep Learning Model for Density Calculation of Camouflage Military Soldier using YOLO V8