mirror of https://github.com/alibaba/EasyCV.git
3.8 KiB
3.8 KiB
Segmentation Model Zoo
FCN
Pretrained on Pascal VOC 2012 + Aug.
| Algorithm | Config | Params (backbone/total) |
inference time(V100) (ms/img) |
mIoU | Download |
|---|---|---|---|---|---|
| fcn_r50_d8 | fcn_r50-d8_512x512_8xb4_60e_voc12aug | 23M/49M | 166ms | 69.01 | model - log |
UperNet
Pretrained on Pascal VOC 2012 + Aug.
| Algorithm | Config | Params (backbone/total) |
inference time(V100) (ms/img) |
mIoU | Download |
|---|---|---|---|---|---|
| upernet_r50 | upernet_r50_512x512_8xb4_60e_voc12aug | 23M/66M | 282.9ms | 76.59 | model - log |
Mask2former
Instance Segmentation on COCO
| Algorithm | Config | box MAP | Mask mAP | Download |
|---|---|---|---|---|
| mask2former_r50 | mask2former_r50_8xb2_e50_instance | 46.09 | 43.26 | model - log |
Panoptic Segmentation on COCO
| Algorithm | Config | PQ | box MAP | Mask mAP | Download |
|---|---|---|---|---|---|
| mask2former_r50 | mask2former_r50_8xb2_e50_panopatic | 51.64 | 44.81 | 41.88 | model - log |