Method Details
Details for method 'TKCN'
Method overview
| name | TKCN |
| challenge | pixel-level semantic labeling |
| details | We proposed a novel kronecker convolution networks for semantic image segmentation. Submission was previously published with name "Kronecker Convolution Networks". |
| publication | Anonymous |
| project page / code | |
| used Cityscapes data | fine annotations |
| used external data | ImageNet |
| runtime | 1 s Tesla K80 |
| subsampling | no |
| submission date | February, 2018 |
| previous submissions |
Average results
| Metric | Value |
|---|---|
| IoU Classes | 78.8518 |
| iIoU Classes | 56.8644 |
| IoU Categories | 90.6926 |
| iIoU Categories | 77.4714 |
Class results
| Class | IoU | iIoU |
|---|---|---|
| road | 98.4268 | - |
| sidewalk | 85.3838 | - |
| building | 92.9535 | - |
| wall | 53.4949 | - |
| fence | 62.2114 | - |
| pole | 66.4596 | - |
| traffic light | 74.9408 | - |
| traffic sign | 79.0891 | - |
| vegetation | 93.4821 | - |
| terrain | 72.5224 | - |
| sky | 94.7897 | - |
| person | 86.2491 | 66.6433 |
| rider | 69.8628 | 48.4754 |
| car | 95.9119 | 89.1979 |
| truck | 67.8552 | 40.214 |
| bus | 83.753 | 51.9918 |
| train | 76.9482 | 52.7598 |
| motorcycle | 67.4482 | 43.3514 |
| bicycle | 76.4019 | 62.2819 |
Category results
| Category | IoU | iIoU |
|---|---|---|
| flat | 98.6634 | - |
| nature | 93.2069 | - |
| object | 72.8903 | - |
| sky | 94.7897 | - |
| construction | 93.4489 | - |
| human | 86.5793 | 67.6839 |
| vehicle | 95.2696 | 87.2589 |