Dataset Card for PipeMFL-240K

Benchmark code is available in https://github.com/TQSAIS/PipeMFL-240K.

Paper: https://arxiv.org/abs/2602.07044

Citation

If you find our dataset helpful for your research, please consider citing the following BibTeX entry.

@misc{pipemfl240k,
    title={PipeMFL-240K: A Large-scale Dataset and Benchmark for Object Detection in Pipeline Magnetic Flux Leakage Imaging}, 
    author={Tianyi Qu and Songxiao Yang and Haolin Wang and Huadong Song and Xiaoting Guo and Wenguang Hu and Guanlin Liu and Honghe Chen and Yafei Ou},
    year={2026},
    eprint={2602.07044},
    archivePrefix={arXiv},
    primaryClass={cs.CV},
    url={https://arxiv.org/abs/2602.07044},
}

Download

Please run the following command to download PipeMFL-240K:

HTTPS:

git clone https://huggingface.co/datasets/PipeMFL/PipeMFL-240K

SSH:

git clone git@hf.co:datasets/PipeMFL/PipeMFL-240K

Unzip the dataset

cd train_data
cat train_part_* | tar -xvf - -C ../

cd val_data
cat train_part_* | tar -xvf - -C ../

cd test_data
cat train_part_* | tar -xvf - -C ../