Cropland: Refugee LCLUC North Uganda 2020

[MsPixels]

• Labeling projects created and links added below
• Set 1 Labeling - Catherine, Yash
• Set 2 Labeling - Abena
• Data added to repository
• Model trained
• Map made
• Expert check

[yashgadhiya10]

"Uganda_North_2020_V1": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/d3vw75ln",
"test_metrics": {
"accuracy": 0.8438,
"f1_score": 0.3939,
"precision_score": 0.3171,
"recall_score": 0.52,
"roc_auc_score": 0.8466
},
"val_metrics": {
"accuracy": 0.7718,
"f1_score": 0.321,
"precision_score": 0.2241,
"recall_score": 0.5652,
"roc_auc_score": 0.7824
}
}

[MsPixels]

F1-score for RF model - 0.3636. Used same input as the LSTM model

Code