Table 1 Comparison of ShuffleNetV2 ablation experiments
From: A lightweight YOLOX-based model for detection of metallic gaskets on High-speed EMU wheelset
Model | mAP | Latency (ms) | FLOPs (GB) | Param (MB) |
|---|---|---|---|---|
ShuffleNetv2 | 36.28 | 19.06 | 1.47 | 1.28 |
ShuffleNetLite | 35.80 | 13.53 | 1.03 | 0.915 |
ShuffleNetLite-ECA | 38.40 | 13.72 | 1.03 | 0.916 |