BiSeNet Weights
Pre-release
Pre-release
Bilateral Segmentation Network
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Results
Cityscapes
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 512x1024 | 95 | 62.63 | 14M | 846MB | 32G | ||
| resnet50 | 512x1024 | 98 | 68.24 | 29M | 4.6GB | 241G | ||
| xception | 512x1024 | 100 | 69.21 | 26M | 3.1GB | 63G |
SBD
| Backbone | Train size | Epoch | mIoU | mIoU(tta) | Params | Memory | MACs | Time |
|---|---|---|---|---|---|---|---|---|
| resnet18 | 500x500 | 82 | 62.56 | 63.68 | 14M | 438MB | 16G | 5.4ms |