Advances, Systems and Applications
Table 6 On the PASCAL2007 dataset, RDPNet’s performance as the backbone is contrasted with that of other models
From: RDPNet: a single-path lightweight CNN with re-parameterization for CPU-type edge devices
Method | Backbone | mAP(\(\%\)) | Latency(ms) |
|---|---|---|---|
Faster-RCNN | MobileNetV3-large-0.35x | 32.17 | 57.62 |
RDPNet-0.75x | 31.67 | 43.62 | |
MobileNetV3-small-1.25x | 21.05 | 65.34 | |
RDPNet-1.25x | 21.36 | 55.39 |