iSAID

Images

iSAID contains 655,451 object instances for 15 categories across 2,806 high-resolution images. The images of iSAID is the same as the DOTA-v1.0 dataset, which are manily collected from the Google Earth, some are taken by satellite JL-1, the others are taken by satellite GF-2 of the China Centre for Resources Satellite Data and Application.

Source: iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images Image Source: iSAID

Benchmarks

10-shot image generation/mIoU 16k/Average Precision 2D Classification/Average Precision 2D Object Detection/Average Precision 3D/Average Precision Instance Segmentation/Average Precision Object Detection/Average Precision Open Vocabulary Semantic Segmentation/mIoU-Semantic Segmentation/mIoU