Cropland: Refugee LCLUC North Uganda 2021

nasaharvest / crop-mask

End-to-end workflow for generating high resolution cropland maps

Apache License 2.0

94 stars 26 forks source link

Cropland: Refugee LCLUC North Uganda 2021 #357

Open MsPixels opened 6 months ago

MsPixels commented 6 months ago

[x] Labeling projects created and links added below
[x] Set 1 Labeling - Zhanpei, Abena, Catherine, Chenwei, Kunal
[x] Set 2 Labeling - Blake, Bhanu, Vivek, Mirali, Kartik, Manu, Aditya, Isha, Alana, Diana
[x] Data added to repository
[x] Model trained
[ ] Map made
[ ] Expert check

MsPixels commented 2 months ago

Trained model metrics

"Uganda_North_2021_V1": { "params": "https://wandb.ai/nasa-harvest/crop-mask/runs/jecuc6f8", "test_metrics": { "accuracy": 0.8308, "f1_score": 0.5545, "precision_score": 0.6364, "recall_score": 0.4912, "roc_auc_score": 0.8323 }, "val_metrics": { "accuracy": 0.8355, "f1_score": 0.4865, "precision_score": 0.5625, "recall_score": 0.4286, "roc_auc_score": 0.8153 }