airg/unet-efficientnet-b7-ltfl-mmgab-100ep-1window-ma

U-Net generally conforming to the current FTW baseline 3-class model settings, trained on Mapping Africa Planet-based imagery for 100 epochs. See here for code and configuration.

Performance metrics on the validation split:

<table> <thead> <tr> <th></th> <th colspan="4">pixel level</th> <th colspan="3">object level</th> </tr> <tr> <th>iou</th> <th>precision</th> <th>recall</th> <th>f1</th> <th>precision</th> <th>recall</th> <th>f1</th> </tr> </thead> <tbody> <tr> <td>0.584</td> <td>0.746</td> <td>0.730</td> <td>0.738</td> <td>0.313</td> <td>0.272</td> <td>0.291</td> </tr> </tbody> </table>