└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # Remote Sensing Dataset on Object Detection 2 | 3 | ## 遥感目标检测数据集 4 | 5 | 6 | ### 1. DOTA (HBB+OBB) 7 | 8 | * 9 | * Homepage: https://captain-whu.github.io/DOTA/index.html 10 | * Download: https://captain-whu.github.io/DOTA/dataset.html 11 | * Paper: 12 | * https://ieeexplore.ieee.org/abstract/document/9560031 13 | * https://openaccess.thecvf.com/content_cvpr_2018/html/Xia_DOTA_A_Large-Scale_CVPR_2018_paper.html 14 | * https://ieeexplore.ieee.org/document/8953881 15 | * The object categories in DOTA-v1.0: plane, ship, storage tank, baseball diamond, tennis court, basketball court, ground track field, harbor, bridge, large vehicle, small vehicle, helicopter, roundabout, soccer ball field and swimming pool. 16 | * The object categories in DOTA-v1.5: plane, ship, storage tank, baseball diamond, tennis court, basketball court, ground track field, harbor, bridge, large vehicle, small vehicle, helicopter, roundabout, soccer ball field, swimming pool and container crane. 17 | * The object categories in DOTA-v2.0: plane, ship, storage tank, baseball diamond, tennis court, basketball court, ground track field, harbor, bridge, large vehicle, small vehicle, helicopter, roundabout, soccer ball field, swimming pool, container crane, airport and helipad. 18 | 19 | ### 2. FAIR1M (OBB) 20 | 21 | * 22 | * Hompage: https://gaofen-challenge.com/benchmark 23 | * Download: https://gaofen-challenge.com/benchmark 24 | * Paper: https://www.sciencedirect.com/science/article/pii/S0924271621003269 25 | * The object categories in the FAIR1M dataset: Boeing 737, Boeing 777, Boeing 747, Boeing 787, Airbus A320, Airbus A220, Airbus A330, Airbus A350, COMAC C919, COMAC ARJ21, other-airplane, passenger ship, motorboat, fishing boat, tugboat, engineering ship, liquid cargo ship, dry cargo ship, warship, other-ship, small car, bus, cargo truck, dump truck, van, trailer, tractor, truck tractor, excavator, other-vehicle, baseball field, basketball court, football field, tennis court, roundabout, intersection, and bridge. 26 | 27 | ### 3. DIOR (HBB+OBB) 28 | 29 | * 30 | * Download: https://pan.baidu.com/s/1oDRfDh-tZuNoBCFcRJ6GXQ Extraction code: rsdl 31 | * Paper: 32 | * https://arxiv.org/abs/1909.00133 33 | * https://arxiv.org/abs/2110.01931 34 | * Thec ategories of objects in DIOR-R include Airplane (APL)Airport (APO), Baseball Field (BF), Basketball Court (BC), Bridge (BR), Chimney (CH), Expressway Service Area (ESA), Expressway Toll Station (ETS), Dam (DAM), Golf Field (GF), Ground Track Field (GTF), Harbor (HA), Overpass (OP), Ship(SH), Stadium (STA), Storage Tank (STO), Tennis Court (TC),Train Station (TS), Vehicle (VE) and Windmill (WM). 35 | 36 | ### 4. DroneVehicle (OBB) 37 | 38 | * 39 | * GitHub: https://github.com/VisDrone/DroneVehicle 40 | * Download: https://github.com/VisDrone/DroneVehicle 41 | * Paper: https://ieeexplore.ieee.org/abstract/document/9759286 42 | * Five vehicle categories in DroneVehicle: car, truck, bus, van, and freight car. 43 | 44 | ### 5. LEVIR 45 | 46 | * 47 | * Page: https://levir.buaa.edu.cn/ 48 | * Download : https://pan.baidu.com/s/1BD7A8LQwcUIY6wzI9_xe6w Extraction code: rsdl 49 | * Paper: [https://ieeexplore.ieee.org/abstract/document/9560031](https://ieeexplore.ieee.org/document/8106808) 50 | 51 | 52 | ### 6. NWPU VHR-10 53 | 54 | * 55 | * Download: https://pan.baidu.com/s/1Mw2F7TsR2XdnM8eJZXCpQw Extraction code: rsdl 56 | * Paper: https://www.sciencedirect.com/science/article/pii/S0924271614002524 57 | 58 | ### 7. VisDrone 59 | 60 | * 61 | * Page: https://github.com/VisDrone/VisDrone-Dataset 62 | * Download: https://github.com/VisDrone/VisDrone-Dataset 63 | * Paper: https://ieeexplore.ieee.org/document/9573394 64 | 65 | ### 8. SARDet-100K 66 | 67 | 68 | * 69 | * Page: https://github.com/zcablii/SARDet_100K 70 | * Download: https://github.com/zcablii/SARDet_100K 71 | * Competition: https://bohrium.dp.tech/competitions/6816082019 72 | * Paper: http://arxiv.org/abs/2403.06534 73 | 74 | ### 9. OHD-SJTU 75 | 76 | 77 | * 78 | * Page: https://yangxue0827.github.io/OHD-SJTU.html 79 | * Download: https://yangxue0827.github.io/OHD-SJTU.html 80 | 81 | ### 10. HazyDet 82 | HazyDet: Open-source Benchmark for Drone-view Object Detection with Depth-cues in Hazy Scenes 83 | 84 | * 85 | * Download: https://github.com/GrokCV/HazyDet 86 | --------------------------------------------------------------------------------