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🕶 A curated list of Tiny Object Detection papers and related resources.
| Date | Stars |
|---|---|
| 2026-07-24 | 1627 |
| 2026-07-25 | 1627 |
| 2026-07-28 | 1627 |
| 2026-07-30 | 1627 |
| 2026-08-06 | 1627 |
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# Awesome Tiny Object Detection
A curated list of ```Tiny Object Detection``` papers and related resources.
## Table of Contents
* [Activities](#activities)
* [Papers](#papers)
* [Tiny Object Detection](#tiny-object-detection)
* [Tiny Face Detection](#tiny-face-detection)
* [Tiny Pedestrian Detection](#tiny-pedestrian-detection)
* [Datasets](#datasets)
* [Surveys](#surveys)
* [Articles](#articles)
## Activities
* **Challenge on Small Object Detection for Birds 2023** [[Project]](http://www.mva-org.jp/mva2023/challenge) [[Code]](https://github.com/IIM-TTIJ/MVA2023BirdDetection)
* ***MVA 2023***, July 23rd - 25th, 2023, ACT CITY Hamamatsu, Japan
* **1st Tiny Object Detection (TOD) Challenge Real-world Recognition from Low-quality Inputs (RLQ)** [[Project]](https://rlq-tod.github.io/index.html)
* ***ECCV 2020***, August 23rd - 28th, 2020, SEC, GLASGOW
## Papers
### Tiny Object Detection
* **Ensemble Fusion for Small Object Detection** [[Paper]](https://ieeexplore.ieee.org/document/10215748) [[Code]](https://github.com/elsa-lab/MVATeam1)
* Hao-Yu Hou, Mu-Yi Shen, Chia-Chi Hsu, En-Ming Huang, Yu-Chen Huang, Yu-Cheng Xia, Chien-Yao Wang, Chun-Yi Lee ***MVA 2023***
* **Small Object Detection for Birds with Swin Transformer** [[Paper]](https://www.cs.is.i.nagoya-u.ac.jp/users/ide/res/paper/E23-conference-huod-1pub.pdf)
* Da Huo, Marc A. Kastner, TingWei Liu, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide ***MVA 2023***
* **BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation** [[Paper]](https://arxiv.org/abs/2307.11748) [[Code]](https://github.com/shinya7y/UniverseNet)
* Yosuke Shinya ***MVA 2023***
* **Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model** [[Paper]](https://arxiv.org/abs/2208.03987) [[Code]](https://github.com/ViTAE-Transformer/Remote-Sensing-RVSA)
* Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang ***IEEE TGRS 2022***
* **RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection** [[Paper]](https://arxiv.org/abs/2208.08738) [[Code]](https://github.com/Chasel-Tsui/mmdet-rfla)
* Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia ***ECCV 2022***
* **Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection** [[Paper]](https://arxiv.org/abs/2202.06934) [[Code]](https://github.com/obss/sahi) [[Benchmark]](https://github.com/fcakyon/small-object-detection-benchmark)
* Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel ***ICIP 2022***
* **Interactive Multi-Class Tiny-Object Detection** [[Paper]](https://arxiv.org/abs/2203.15266) [[Code]](https://github.com/ChungYi347/Interactive-Multi-Class-Tiny-Object-Detection)
* Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo ***CVPR 2022***
* **QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection** [[Paper]](https://arxiv.org/abs/2103.09136) [[Code]](https://github.com/ChenhongyiYang/QueryDet-PyTorch)
* Chenhongyi Yang, Zehao Huang, Naiyan Wang ***CVPR 2022***
* **Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges** [[Paper]](https://arxiv.org/abs/2102.12219)
* Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang ***TPAMI 2021***
* **MRDet: A Multi-Head Network for Accurate Oriented Object Detection in Aerial Images** [[Paper]](https://arxiv.org/abs/2012.13135)
* Ran Qin, Qingjie Liu, Guangshuai Gao, Di Huang, Yunhong Wang ***TGRS 2021***
* **Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery** [[Paper]](https://arxiv.org/abs/2201.07124)
* Yan Zhao, Lingjun Zhao, Zhong Liu, Dewen Hu, Gangyao Kuang, Li Liu ***Submitted to TGRS***
* **A Normalized Gaussian Wasserstein Distance for Tiny Object Detection** [[PaperExcerpt of 30,130 characters
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fatih akyon · @ultralytics @viddexa · Turkey
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:98799ddb86c05561, topic:object-detection, name:object detection, desc:object detection
matched fp:98799ddb86c05561, topic:awesome-list, desc:curated list, readme:curated list