更新時間：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