COCO Instance Segmentation
Dataset
| Dataset Name | Training Images | Validation Images | Class Labels | License |
|---|---|---|---|---|
| COCO | 117,266 | 5,000 | 80 classes | Annotations under CC BY 4.0 |
Here is an example of the output for instance segmentation.
Model Zoo
DeGirum's COCO dataset instance segmentation model zoo consists of a variety of models gathered and trained using ultralytics repository.
Here is the link to DeGirum's COCO instance segmentation zoo.
| Model Architecture | Input Size | Precision | Runtime | Device Type | mAP 50-95 | mAP 50 | mAP Type | FPS |
|---|---|---|---|---|---|---|---|---|
| yolov8n_relu6_coco_seg | 640x640 | INT8 | N2X | ORCA1 | 0.3287 0.2696 |
0.4718 0.4407 |
bbox mask |
74.0 |
| yolov8n_relu6_coco_seg | 640x640 | INT8 | RKNN | RK3588 | 0.3432 0.2839 |
0.4903 0.4603 |
bbox mask |
-- |
| yolov8n_relu6_coco_seg | 640x640 | INT8 | OPENVINO | CPU | 0.3398 0.284 |
0.4896 0.4595 |
bbox mask |
-- |
| yolov8n_relu6_coco_seg | 640x640 | FP32 | OPENVINO | CPU | 0.3449 0.2855 |
0.4924 0.4623 |
bbox mask |
-- |
| yolov8n_silu_coco_seg | 640x640 | INT8 | N2X | ORCA1 | 0.3481 0.29 |
0.4995 0.4709 |
bbox mask |
-- |
| yolov8n_silu_coco_seg | 640x640 | INT8 | RKNN | RK3588 | 0.3625 0.3009 |
0.5164 0.4861 |
bbox mask |
-- |
| yolov8n_silu_coco_seg | 640x640 | INT8 | OPENVINO | CPU | 0.364 0.302 |
0.5176 0.4878 |
bbox mask |
-- |
| yolov8n_silu_coco_seg | 640x640 | FP32 | OPENVINO | CPU | 0.3658 0.3037 |
0.5202 0.4897 |
bbox mask |
-- |