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Datasets/AI-TOD

AI-TOD

Tiny Object Detection in Aerial Images

ImagesIntroduced 2021-01-10

AI-TOD comes with 700,621 object instances for eight categories across 28,036 aerial images. Compared to existing object detection datasets in aerial images, the mean size of objects in AI-TOD is about 12.8 pixels, which is much smaller than others.

Benchmarks

10-shot image generation/Dice 16k/AP 16k/AP50 16k/AP75 16k/APvt 16k/APt 16k/APs 16k/APm 16k/mAP50 16k/mAP@50-95 2D Classification/AP 2D Classification/AP50 2D Classification/AP75 2D Classification/APvt 2D Classification/APt 2D Classification/APs 2D Classification/APm 2D Classification/mAP50 2D Classification/mAP@50-95 2D Object Detection/AP 2D Object Detection/AP50 2D Object Detection/AP75 2D Object Detection/APvt 2D Object Detection/APt 2D Object Detection/APs 2D Object Detection/APm 2D Object Detection/mAP50 2D Object Detection/mAP@50-95 3D/AP 3D/AP50 3D/AP75 3D/APvt 3D/APt 3D/APs 3D/APm 3D/mAP50 3D/mAP@50-95 Object Detection/AP Object Detection/AP50 Object Detection/AP75 Object Detection/APvt Object Detection/APt Object Detection/APs Object Detection/APm Object Detection/mAP50 Object Detection/mAP@50-95 Semantic Segmentation/Dice

Statistics

Papers: 18
Benchmarks: 47

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Tasks

10-shot image generation 16k 2D Classification 2D Object Detection 3D Object Detection Semantic Segmentation