Dataset
Model Zoo
DeGirum’s license plate detection model zoo features models trained with the Ultralytics repository.
Model Architecture |
Input Size |
Precision |
Runtime |
Device Type |
mAP 50-95 |
mAP 50 |
FPS |
yolov5nu_relu6_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5601 |
0.8472 |
116.9 |
yolov5nu_relu6_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5601 |
0.8484 |
– |
yolov5nu_relu6_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5700 |
0.8472 |
– |
yolov5nu_relu6_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5759 |
0.8499 |
– |
|
|
|
|
|
|
|
|
yolov5nu_silu_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5624 |
0.8579 |
– |
yolov5nu_silu_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5647 |
0.8588 |
– |
yolov5nu_silu_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5800 |
0.8622 |
– |
yolov5nu_silu_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5852 |
0.8636 |
– |
|
|
|
|
|
|
|
|
yolov8n_relu6_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5491 |
0.8487 |
107.3 |
yolov8n_relu6_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5503 |
0.8519 |
– |
yolov8n_relu6_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5717 |
0.8592 |
– |
yolov8n_relu6_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5701 |
0.8594 |
– |
|
|
|
|
|
|
|
|
yolov8n_silu_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5400 |
0.8479 |
– |
yolov8n_silu_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5395 |
0.8518 |
– |
yolov8n_silu_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5684 |
0.8682 |
– |
yolov8n_silu_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5756 |
0.8699 |
– |
|
|
|
|
|
|
|
|
yolov5su_relu6_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5485 |
0.8475 |
43.8 |
yolov5su_relu6_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5498 |
0.8495 |
– |
yolov5su_relu6_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5777 |
0.8634 |
– |
yolov5su_relu6_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5791 |
0.8640 |
– |
|
|
|
|
|
|
|
|
yolov5su_silu_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5592 |
0.8580 |
– |
yolov5su_silu_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5589 |
0.8605 |
– |
yolov5su_silu_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5800 |
0.8663 |
– |
yolov5su_silu_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5862 |
0.8677 |
– |
|
|
|
|
|
|
|
|
yolov8s_relu6_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5601 |
0.8762 |
38.9 |
yolov8s_relu6_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5597 |
0.8767 |
– |
yolov8s_relu6_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5709 |
0.8768 |
– |
yolov8s_relu6_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5725 |
0.8757 |
– |
|
|
|
|
|
|
|
|
yolov8s_silu_lp |
640x640 |
INT8 |
N2X |
ORCA1 |
0.5644 |
0.8575 |
– |
yolov8s_silu_lp |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.5677 |
0.8592 |
– |
yolov8s_silu_lp |
640x640 |
INT8 |
OPENVINO |
CPU |
0.5815 |
0.8616 |
– |
yolov8s_silu_lp |
640x640 |
FP32 |
OPENVINO |
CPU |
0.5841 |
0.8627 |
– |