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Scale Match for Tiny Person Detection


[paper] [ECCVW]

TinyPerson Dataset

The dataset will be used to for ECCV2020 workshop RLQ-TOD'20 @ ECCV.

Download link:

Official Site: recomended, download may faster
Baidu Pan password: pmcq
Google Driver

For more details about TinyPerson dataset, please see Dataset.

Tiny Benchmark

The benchmark is based on maskrcnn_benchmark and citypersons code.

For more details about the benchmark, please see Tiny Benchmark.

Scale Match

Citation

If you use the code and benchmark in your research, please cite:

@inproceedings{yu2020scale,
  title={Scale Match for Tiny Person Detection},
  author={Yu, Xuehui and Gong, Yuqi and Jiang, Nan and Ye, Qixiang and Han, Zhenjun},
  booktitle={The IEEE Winter Conference on Applications of Computer Vision},
  pages={1257--1265},
  year={2020}
}

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  • Python 94.7%
  • Cuda 3.2%
  • C++ 2.0%
  • Jupyter Notebook 0.1%