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ResearchFormerly WizWand

Object Counting on SKU-110K 1.0 (test)

14.522MAEOur full approach
10.8044835.8977460.99186.08426Apr 1, 2019
Updated 8mo ago

Evaluation results

MethodLinks
Our full approachoverlap resolution=EM-Merger, Soft-IoU layer=true2019.0414.52223.992
RetinaNetimplementation=original2019.0416.58430.702
Base & EM-Mergeroverlap resolution=EM-Merger, Soft-IoU layer=false2019.0423.978283.971
Base & NMSoverlap resolution=NMS, Soft-IoU layer=false, EM-Merger=false2019.0424.96234.382
Soft-IoU & NMSoverlap resolution=NMS, Soft-IoU layer=true, EM-Merger=false2019.0425.39434.729
YOLO9000optloss function=optimized, max boxes per image=3002019.0484.16697.809
Faster-RCNNimplementation=original2019.04107.46113.42