This file documents a collection of models reported in our paper: Deep Isometric Learning for Visual Recognition. All configurations for these baselines are located in the configs/ directory. Links to the pretrained models are provided as well.
| Name | depth | dropout | Top-1 | download |
|---|---|---|---|---|
| ISONet | 18 | 67.94 | model | |
| ISONet | 18 | ✓ | 68.10 | model |
| ISONet | 34 | 70.45 | model | |
| ISONet | 34 | ✓ | 70.90 | model |
| ISONet | 50 | 70.73 | model | |
| ISONet | 50 | ✓ | 71.20 | model |
| ISONet | 101 | 70.38 | model | |
| ISONet | 101 | ✓ | 71.01 | model |
| Name | depth | dropout | Top-1 | download |
|---|---|---|---|---|
| R-ISONet | 18 | 69.06 | model | |
| R-ISONet | 18 | ✓ | 69.17 | model |
| R-ISONet | 34 | 72.17 | model | |
| R-ISONet | 34 | ✓ | 73.43 | model |
| R-ISONet | 50 | 74.20 | model | |
| R-ISONet | 50 | ✓ | 76.18 | model |
| R-ISONet | 101 | 75.44 | model | |
| R-ISONet | 101 | ✓ | 77.08 | model |