A newer version of the Gradio SDK is available:
4.40.0
Post-Processing
Step
- Simplify polygon by DP algorithm
- Detect occlusion, calculating box fill with 1
- Fill in reasonable sampling section
- Output processed polygon
performance
It works, and a performance comparison on the MatterportLayout dataset:
| Method | 2D IoU(%) | 3D IoU(%) | RMSE | $\mathbf{\delta_{1}}$ |
|---|---|---|---|---|
| without post-proc | 83.52 | 81.11 | 0.204 | 0.951 |
| original post-proc | 83.12 | 80.71 | 0.230 | 0.936 |
| optimized post-proc | 83.48 | 81.08 | 0.214 | 0.940 |
original:
optimized:
