Small Object Detection

5 benchmarks152 papers

Small Object Detection is a computer vision task that involves detecting and localizing small objects in images or videos. This task is challenging due to the small size and low resolution of the objects, as well as other factors such as occlusion, background clutter, and variations in lighting conditions.

<span style="color:grey; opacity: 0.6">( Image credit: Feature-Fused SSD )</span>

Benchmarks

Small Object Detection on SOD4SB Private Test

AP50

Small Object Detection on SOD4SB Public Test

AP50

Small Object Detection on Bee4Exp Honeybee Detection

Average F1

Small Object Detection on Rice Grain Disease Dataset

mAP

Small Object Detection on SODA-D

mAP@0.5:0.95