Table 2 Individual model identification results.
From: Cattle identification based on multiple feature decision layer fusion
Number | Multi-biological Features model | Model component | Train /Test | Accuracy | Validation rate | FAR | Recognition Time (per image) |
|---|---|---|---|---|---|---|---|
1 | Cattle face | Inception_ResNetv1 | 8:2 | 0.94352 | 0.78241 | 0.00093 | 0.356s |
2 | Cattle muzzle pattern | Mobile-Net V1 | 8:2 | 0.93939 | 0.84747 | 0.00101 | 0.029s |
3 | Cattle ear tags | PP-LCNetV3 | 8:2 | 0.85399 | 0.80112 | 0.00032 | 0.106s |
