遥感目标检测数据库

更新时间：2019.09.10

• DIOR (Li et al., 2019)
  Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark
  23,463 images
  190,288 object instances
  20 classes
  OneDrive
  BaiduWangpan
• HRRSD (Zhang et al., 2019)
  Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection
  21,761 images
  55,740 object instances
  13 classes
  Github
• SAR-Ship-Dataset (Wang et al. 2019)
  A SAR Dataset of Ship Detection for Deep Learning under Complex Backgrounds
  210 images
  43,819 object instances
  1 class (ship)
  Github
• DOTA (Xia et al., 2018)
  DOTA: A Large-scale Dataset for Object DeTection in Aerial Images
  2,806 images
  188, 282 object instances
  15 classes
  Captain
• RSOD-Dataset
  Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks
  Elliptic Fourier transformation-based histograms of oriented gradients for rotationally invariant object detection in remote-sensing images
  976 images
  6,950 object instances
  4 classes (plane, playground, tank, highway)
  Github
• NWPU VHR‐10 (Cheng et al., 2016a)
  Multi-class geospatial object detection and geographic imageclassification based on collection of part detectors
  800 images
  3,775 object instances
  10 classes
  OneDrive
  BaiduWangpan
• COWC (Mundhenk et al., 2016)
  A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning
  ____ images
  32,716 object instances
  4 classes (different type cars)
  COWC
• UCAS‐AOD (Zhu et al., 2015a)
  Orientation Robust Object Detection in Aerial Images Using Deep Convolutional Neural Network
  910 images
  6,029 object instances
  2 classes (plane, vehicle)
  BaiduWangpan (key: ppef)
  hyper.ai