MM-CamObj

May 30, 2025 · View on GitHub

(AAAI 2025) This is the official code repository for "MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios."

📊 Dataset

Download

Download the dataset images from Hugging Face

Setup

  1. Unzip the image files into the dataset/data/ directory
  2. The dataset structure includes:
    • dataset/questions/ - Benchmark evaluation data
    • dataset/train_data/ - Training data with text prompts

🚀 Evaluation

Prerequisites: Ensure your API keys and dataset paths are properly configured.

Quick Start

  1. Update the dataset and model paths in MM-CamObj/camobjbench/run_eval_batch.sh to match your local environment
  2. Run the evaluation script: 
    bash MM-CamObj/camobjbench/run_eval_batch.sh

🙏 Acknowledgement

We thank the open-source community, particularly the Mantis project for their valuable contributions.