Table 2 Breakdown of computational overhead in detection and tracking pipeline.
From: YOLC with dynamic sparse attention for high-speed small target detection in wearable sports images
Module | Backbone | Neck + detection head | Optical flow | Data association | Total system |
|---|---|---|---|---|---|
Latency (ms) | 8.2 | 10.5 | 12.3 | 5.9 | 36.9 |
FLOPs (G) | 0.9 | 1.2 | 1.8 | 0.3 | 4.2 |
Power consumption (W) | 2.1 | 2.8 | 1.6 | 0.7 | 7.2 |
