leomeow33 / TinyBenchmark

Scale Match for Tiny Person Detection(WACV2020), Official link of the dataset

Scale Match for Tiny Person Detection

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[paper] [ECCVW] [challenge] [ECCVW sumarry]

The annotaions of test set have released aready !!! Baidu Yun, password:pmcq and Google Driver

For how to use the test_set annotation to evaluate, please see Evaluation

TODO list

1. add a tutorial that how to train on TinyPerson with scale match on COCO
2. add a tutorial that how to train on other dataset
3. add a tutorial that how to train a strong baseline for competetion

Dataset

TinyPerson Dataset

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

Download link:

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

For more details about TinyPerson dataset, please see Dataset.

Tiny Citypersons

Baidu Pan password：vwq2

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}
}

And if the ECCVW challenge sumarry do some help for your research, please cite:

@article{yu20201st,
  title={The 1st Tiny Object Detection Challenge: Methods and Results},
  author={Yu, Xuehui and Han, Zhenjun and Gong, Yuqi and Jan, Nan and Zhao, Jian and Ye, Qixiang and Chen, Jie and Feng, Yuan and Zhang, Bin and Wang, Xiaodi and others},
  journal={arXiv preprint arXiv:2009.07506},
  year={2020}
}