COCO Detection
Dataset
| Dataset Name |
Training Images |
Validation Images |
Class Labels |
License |
| COCO |
117,266 |
5,000 |
80 classes |
Annotations under CC BY 4.0 |
Model Zoo
DeGirum's COCO dataset detection model zoo consists of a variety of models gathered and trained using ultralytics repository.
Here is the link to DeGirum's COCO detection zoo.
| Model Architecture |
Input Size |
Precision |
Runtime |
Device Type |
mAP 50-95 |
mAP 50 |
FPS |
| yolov5nu_relu6_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.3108 |
0.4583 |
117.9 |
| yolov5nu_relu6_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.3112 |
0.4584 |
-- |
| yolov5nu_relu6_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.3168 |
0.4643 |
-- |
| yolov5nu_relu6_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.3205 |
0.4688 |
-- |
|
|
|
|
|
|
|
|
| yolov5nu_silu_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.3136 |
0.4584 |
-- |
| yolov5nu_silu_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.3136 |
0.4584 |
-- |
| yolov5nu_silu_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.3297 |
0.4792 |
-- |
| yolov5nu_silu_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.3376 |
0.4902 |
-- |
|
|
|
|
|
|
|
|
| yolov8n_relu6_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.3317 |
0.4782 |
107.4 |
| yolov8n_relu6_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.3317 |
0.4784 |
-- |
| yolov8n_relu6_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.3402 |
0.4877 |
-- |
| yolov8n_relu6_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.3448 |
0.4941 |
-- |
|
|
|
|
|
|
|
|
| yolov8n_silu_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.3470 |
0.4977 |
-- |
| yolov8n_silu_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.3462 |
0.4967 |
-- |
| yolov8n_silu_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.3568 |
0.5103 |
-- |
| yolov8n_silu_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.3639 |
0.5188 |
-- |
|
|
|
|
|
|
|
|
| yolov5su_relu6_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.4029 |
0.5699 |
45.2 |
| yolov5su_relu6_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.4029 |
0.5699 |
-- |
| yolov5su_relu6_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.4070 |
0.5724 |
-- |
| yolov5su_relu6_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.4095 |
0.5760 |
-- |
|
|
|
|
|
|
|
|
| yolov5su_silu_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.4123 |
0.5803 |
-- |
| yolov5su_silu_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.4123 |
0.5803 |
-- |
| yolov5su_silu_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.4200 |
0.5866 |
-- |
| yolov5su_silu_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.4256 |
0.5946 |
-- |
|
|
|
|
|
|
|
|
| yolov8s_relu6_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.4233 |
0.5876 |
39.7 |
| yolov8s_relu6_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.4233 |
0.5875 |
-- |
| yolov8s_relu6_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.4263 |
0.5901 |
-- |
| yolov8s_relu6_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.4286 |
0.5930 |
-- |
|
|
|
|
|
|
|
|
| yolov8s_silu_coco |
640x640 |
INT8 |
N2X |
ORCA1 |
0.4285 |
0.5944 |
-- |
| yolov8s_silu_coco |
640x640 |
INT8 |
TFLITE |
EDGETPU |
0.4293 |
0.5949 |
-- |
| yolov8s_silu_coco |
640x640 |
INT8 |
OPENVINO |
CPU |
0.4333 |
0.5985 |
-- |
| yolov8s_silu_coco |
640x640 |
FP32 |
OPENVINO |
CPU |
0.4391 |
0.6045 |
-- |