Cropland: Sudan Al Gadaref 2019

[ivanzvonkov]

Start year: 2019 Start month: February

• [x] Labeling project created
• [x] Labeling completed
• [x] Data added to repository
• [x] Model trained
• [x] Map made

[hannah-rae]

@MsPixels will get started training the model this week!

[MsPixels]

Hello @hannah-rae, done training the model. The test metrics is here:

"accuracy": 0.8735, "f1_score": 0.8459, "precision_score": 0.8194, "recall_score": 0.8741, "roc_auc_score": 0.9432

[hannah-rae]

@MsPixels will make the map this week!

[MsPixels]

Hello @hannah-rae, created the map here. However, I observed that some of the forest areas were captured as croplands in the mask.

Next steps?

[MsPixels]

Updated map showing the 2020 crop mask as well.