Object Counting on SKU-110K 1.0 (test)
14.522MAEOur full approach
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Our full approachoverlap resolution=EM-Merger, Soft-IoU layer=true2019.04 | 14.522 | 23.992 | |
| RetinaNetimplementation=original2019.04 | 16.584 | 30.702 | |
| Base & EM-Mergeroverlap resolution=EM-Merger, Soft-IoU layer=false2019.04 | 23.978 | 283.971 | |
| Base & NMSoverlap resolution=NMS, Soft-IoU layer=false, EM-Merger=false2019.04 | 24.962 | 34.382 | |
| Soft-IoU & NMSoverlap resolution=NMS, Soft-IoU layer=true, EM-Merger=false2019.04 | 25.394 | 34.729 | |
| YOLO9000optloss function=optimized, max boxes per image=3002019.04 | 84.166 | 97.809 | |
| Faster-RCNNimplementation=original2019.04 | 107.46 | 113.42 |