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Update readme
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BloodAxe committed Jan 9, 2022
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Expand Up @@ -175,22 +175,3 @@ Training time:
| Fishing | 0.1836 | 0.3673 | 0.3673 | 0.448 | 0.3877 | 0.35078 |
| Aggregate | 0.5829 | 0.5110 | 0.5217 | 0.6072 | 0.4944 | 0.5557 |

# Notes

## Nms with kernel size of 3 seems to give optimal performance

heatmap_nms, ks=3
heatmap_nms, ks=5
tight_heatmap_nms, ks=3
tight_heatmap_nms, ks=5

```
loc_fscore loc_fscore_shore vessel_fscore fishing_fscore length_acc aggregate is_vessel_threshold is_fishing_threshold objectness_threshold
0.799654 0.471729 0.880184 0.725389 0.63118 0.593101 0.714286 0.102041 0.5
0.797854 0.457613 0.880431 0.725389 0.631185 0.589553 0.714286 0.102041 0.5
0.79516 0.477541 0.879449 0.723514 0.630893 0.590231 0.714286 0.102041 0.5
0.798902 0.470016 0.880092 0.725389 0.631419 0.592293 0.714286 0.102041 0.5
```


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