1. UAVDT(Unmanned Aerial Vehicle Benchmark Object Detection and Tracking) https://sites.google.com/view/grli-uavdt/
2. UA-DETRAC(UA-DETRAC is a challenging real-world multi-object detection and multi-object tracking benchmark) https://detrac-db.rit.albany.edu/
3. DOTA (Dataset for Object deTection in Aerial Images) https://captain-whu.github.io/DOTA/index.html
4. VisDrone (VisDrone is a large-scale benchmark with carefully annotated ground-truth for various important computer vision tasks, to make vision meet drones) https://github.com/VisDrone/VisDrone-Dataset
5. CARPK (car parking lot dataset) https://lafi.github.io/LPN/
6. Parking Lot Database http://web.inf.ufpr.br/vri/databases/parking-lot-database/
7. COWC (Cars Overhead With Context) https://gdo152.llnl.gov/cowc/
8. RSOC (Remote Sensing Object Counting) https://github.com/gaoguangshuai/Counting-from-Sky-A-Large-scale-Dataset-for-Remote-Sensing-Object-Counting-and-A-Benchmark-Method
9. iSAID (A Large-scale Dataset for Instance Segmentation in Aerial Images) https://captain-whu.github.io/iSAID/index.html
10. xView (xView is one of the largest publicly available datasets of overhead imagery) http://xviewdataset.org/
11. SmartCity (SmartCity consists of 50 images in total collected from ten city scenes including office entrance, sidewalk, atrium, shopping mall etc..) https://github.com/miao0913/SaCNN-CrowdCounting-Tencent_Youtu
12. FAIR1M (A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery) http://gaofen-challenge.com/#/
13. RIT-18 (The RIT-18 dataset was built for the semantic segmentation of remote sensing imagery. It was collected with the Tetracam Micro-MCA6 multispectral imaging sensor flown on-board a DJI-1000 octocopter) https://github.com/rmkemker/RIT-18
14. LEVIR-CD (LEVIR-CD is a new large-scale remote sensing binary change detection dataset, which would help develop novel deep learning-based algorithms for remote sensing image change detection) https://justchenhao.github.io/LEVIR/
14. LEVIR https://pan.baidu.com/s/1geTwAVD
15. DIOR http://www.escience.cn/people/JunweiHan/DIOR.html https://pan.baidu.com/s/1Z3xJC_l5MpGSFuW0u4shuQ 提取码：vt56
16. RSOD https://github.com/RSIA-LIESMARS-WHU/RSOD-Dataset- https://pan.baidu.com/s/1lUooUOJE2QCpCXSBrzKysQ 提取码：pqih
17. NWPU VHR-10 http://www.escience.cn/people/gongcheng/NWPU-VHR-10.html https://pan.baidu.com/s/1Wm73acTD1WfBM_YZlKMjXw 提取码：35wf
18. VEDAI https://downloads.greyc.fr/vedai/ https://pan.baidu.com/s/1t3qCIUnEpJ1lIUTZpjlCyw 提取码：doid
19. ITCVD https://research.utwente.nl/en/datasets/itcvd-dataset https://pan.baidu.com/s/1TA2_HU3qb96-lXkZJ5BtEg 提取码：6hht
20. fMoW (Functional Map of the World) https://github.com/fMoW/dataset
21. xBD ( xBD: A Dataset for Assessing Building Damage from Satellite Imagery) https://github.com/DIUx-xView/xView2_baseline
22. xView2(Assess Building Damage) https://xview2.org/
23. EORSSD (Extended Optical Remote Sensing Saliency Detection) https://github.com/rmcong/EORSSD-dataset
24. Bridge Dataset http://www.patreo.dcc.ufmg.br/2019/07/10/bridge-dataset/
25. HRSID https://github.com/chaozhong2010/HRSID https://pan.baidu.com/s/13MViO0EdhCZSNlesF-32Bg 提取码：s0qf
26. AIR-SARShip http://radars.ie.ac.cn/web/data/getData?dataType=SARDataset https://pan.baidu.com/s/1NnLVijCr0BN8CIg86srDUA 提取码：bfri
27. SAR-Ship https://github.com/CAESAR-Radi/SAR-Ship-Dataset https://pan.baidu.com/s/13MViO0EdhCZSNlesF-32Bg 提取码：s0qf
28. MASATI https://www.iuii.ua.es/datasets/masati/ https://pan.baidu.com/s/1t84BiCmTY8PTBnjBGf0gbQ 提取码：npwo
29. ships in satellite imagery https://www.kaggle.com/rhammell/ships-in-satellite-imagery
30. OpenSARShip http://opensar.sjtu.edu.cn/
31. SSDD https://zhuanlan.zhihu.com/p/58404659 https://pan.baidu.com/s/1tcKcCTjUXJJW--erUFyzqg 提取码：hb0d
32. TGRS-HRRSD https://github.com/CrazyStoneonRoad/TGRS-HRRSD-Dataset https://pan.baidu.com/s/1hru_vjugopeJCXT7SguhcQ 提取码：row5
33. DLR3k https://www.dlr.de/eoc/en/desktopdefault.aspx/tabid-12760/22294_read-52777 https://pan.baidu.com/s/1hIbSQd-XdHxpmYIdFYHCQw 提取码：1lpx
34. HRSC2016 https://sites.google.com/site/hrsc2016/ https://pan.baidu.com/s/1BO2UX6dICVa33qUqIMCFrw 提取码：shbp
35. UCAS_AOD https://onedrive.hyper.ai/home/UCAS-AOD https://pan.baidu.com/s/1E9L-S6baxLDjSDTYlm985g 提取码：sd6l
36. OIRDS https://sourceforge.net/projects/oirds/ https://pan.baidu.com/s/173yxlf279R8EESlT7mxbPw 提取码：k8di
37. TAS http://ai.stanford.edu/~gaheitz/Research/TAS/ https://pan.baidu.com/s/1jGUThjNj3GsU0EIAQlQaiw 提取码：t7lo
38. SZTAKI-INRIA Building Detection Benchmark http://web.eee.sztaki.hu/remotesensing/building_benchmark.html
39. RarePlanes https://www.cosmiqworks.org/RarePlanes/ https://www.graviti.cn/open-datasets/RarePlanes
40. rscup http://rscup.bjxintong.com.cn/#/theme/2
41. DeepGlobe Road Detection Challenge http://deepglobe.org/challenge.html https://pan.baidu.com/s/1uvZ7dUOjkt9_i120hr9JUQ 提取码：74be
42. RoadTracer https://github.com/mitroadmaps/roadtracer/ https://github.com/tansor/VecRoad
43. UAVid https://www.uavid.nl/ https://pan.baidu.com/s/14y_il9Axq_vMYQGdfz9JqQ 提取码：4dv7
44. Massachusetts Roads https://www.cs.toronto.edu/~vmnih/data/
45. Dstl Satellite Imagery Feature Detection https://www.kaggle.com/c/dstl-satellite-imagery-feature-detection/data
46. TGRS-HRRSD-Dataset https://github.com/CrazyStoneonRoad/TGRS-HRRSD-Dataset/tree/master/OPT2017
47. INRIA aerial image dataset https://project.inria.fr/aerialimagelabeling/或者https://hyper.ai/datasets/5428
48. CAESAR-RADI，SAR-Ship-Dataset https://github.com/CAESAR-Radi/SAR-Ship-Dataset?tdsourcetag=s_pcqq_aiomsg
49. 雄安马蹄湾村航空高光谱遥感影像数据集 http://www.hrs-cas.com/a/share/shujuchanpin/2019/0501/1049.html
50. Dataset-UAV-123 视频数据集 https://hyper.ai/datasets/5154