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Cropland: Refugee LCLUC North Uganda 2020 #358

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MsPixels opened this issue Nov 6, 2023 · 2 comments
Open
5 of 7 tasks

Cropland: Refugee LCLUC North Uganda 2020 #358

MsPixels opened this issue Nov 6, 2023 · 2 comments
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@MsPixels
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crop map Generate new crop map

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@MsPixels
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MsPixels commented Nov 6, 2023 •
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  • 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
@MsPixels MsPixels added the crop map Generate new crop map label Nov 6, 2023
@MsPixels MsPixels self-assigned this Feb 1, 2024
@yashgadhiya10
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yashgadhiya10 commented Jan 15, 2025 •
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"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
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MsPixels commented Jan 21, 2025 •
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F1-score for RF model - 0.3636. Used same input as the LSTM model

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@MsPixels @yashgadhiya10