Chen, Liang-Chieh, George Papandreou, Florian Schroff, and Hartwig Adam. "Rethinking Atrous Convolution for Semantic Image Segmentation." arXiv preprint arXiv:1706.05587 (2017).
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
| DeepLabV3 | ResNet50_OS8 | 1024x512 | 80000 | 79.90% | 80.22% | 80.89% | model | log | vdl |
| DeepLabV3 | ResNet101_OS8 | 1024x512 | 80000 | 80.85% | 81.09% | 81.78% | model | log | vdl |
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
| DeepLabV3 | ResNet50_OS8 | 512x512 | 40000 | 79.76% | 80.11% | 81.05% | model | log | vdl |
| DeepLabV3 | ResNet101_OS8 | 512x512 | 40000 | 80.62% | 80.87% | 81.59% | model | log | vdl |