Table 5 Learning rate tuning experiment result.
From: A new dataset for video-based cow behavior recognition
Learning rate | Train | Test | ||
|---|---|---|---|---|
mAP (%) | rAP (%) | mAP (%) | rAP (%) | |
0.1 | 0.8137 | 0.7088 | 0.6542 | 0.2026 |
0.2 | 0.8285 | 0.7105 | 0.6936 | 0.3497 |
0.5 | 0.8361 | 0.7326 | 0.7120 | 0.5237 |
0.8 | 0.7808 | 0.6773 | 0.6895 | 0.2193 |
