Merge pull request #402 from nasaharvest/Uganda_North_2022_V3

Trained new: Uganda_North_2022_V3
nasaharvest · Jun 12, 2024 · 0d53e4b · 0d53e4b
2 parents b2fa1f7 + e353150
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diff --git a/data/all_dataset_params.json b/data/all_dataset_params.json
@@ -808,6 +808,56 @@
             12
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     },
+    "geowiki_landcover_2017,Kenya,Mali,Mali_lower_CEO_2019,Mali_upper_CEO_2019,Togo,Rwanda,Uganda,open_buildings,digitalearthafrica_eastern,digitalearthafrica_sahel,Ethiopia,Ethiopia_Tigray_2020,Ethiopia_Tigray_2021,Ethiopia_Bure_Jimma_2019,Ethiopia_Bure_Jimma_2020,Malawi_CEO_2020,Malawi_CEO_2019,Malawi_FAO,Malawi_FAO_corrected,Zambia_CEO_2019,Tanzania_CEO_2019,Namibia_corrective_labels_2020,Malawi_corrected,Namibia_CEO_2020,Namibia_WFP,Sudan_Blue_Nile_CEO_2019,Hawaii_CEO_2020,Senegal_CEO_2022,HawaiiAgriculturalLandUse2020,KenyaCEO2019,HawaiiCorrective2020,HawaiiCorrectiveGuided2020,MalawiCorrectiveLabels2020,SudanBlueNileCEO2020,SudanBlueNileCorrectiveLabels2019,EthiopiaTigrayCorrective2020,SudanAlGadarefCEO2019,MaliStratifiedCEO2019,SudanAlGadarefCEO2020,NamibiaNorthStratified2020,Namibia_field_samples_22_23,SudanGedarefDarfurAlJazirah2022,SudanGedarefDarfurAlJazirah2023,Uganda_NorthCEO2022,Uganda_NorthCEO2021,UgandaNorthCEO2019,UgandaNorthCorLabel2022_February_2022": {
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+        "train_num_timesteps": [
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+        "val_num_timesteps": [
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+    },
     "geowiki_landcover_2017,Kenya,Mali,Mali_lower_CEO_2019,Mali_upper_CEO_2019,Togo,Rwanda,Uganda,open_buildings,digitalearthafrica_eastern,digitalearthafrica_sahel,Ethiopia,Ethiopia_Tigray_2020,Ethiopia_Tigray_2021,Ethiopia_Bure_Jimma_2019,Ethiopia_Bure_Jimma_2020,Malawi_CEO_2020,Malawi_CEO_2019,Malawi_FAO,Malawi_FAO_corrected,Zambia_CEO_2019,Tanzania_CEO_2019,Namibia_corrective_labels_2020,Malawi_corrected,Namibia_CEO_2020,Namibia_WFP,Sudan_Blue_Nile_CEO_2019,Hawaii_CEO_2020,Senegal_CEO_2022,HawaiiAgriculturalLandUse2020,KenyaCEO2019,HawaiiCorrective2020,HawaiiCorrectiveGuided2020,MalawiCorrectiveLabels2020,SudanBlueNileCEO2020,SudanBlueNileCorrectiveLabels2019,EthiopiaTigrayCorrective2020,SudanAlGadarefCEO2019,MaliStratifiedCEO2019,SudanAlGadarefCEO2020,NamibiaNorthStratified2020,Namibia_field_samples_22_23,SudanGedarefDarfurAlJazirah2022,SudanGedarefDarfurAlJazirah2023,Uganda_NorthCEO2022,Uganda_NorthCEO2021,UgandaNorthCEO2019_February_2022": {
         "normalizing_dict": {
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diff --git a/data/models.dvc b/data/models.dvc
@@ -1,6 +1,6 @@
 outs:
-- md5: 55aba4bd29ee34a90af869ae57f74868.dir
-  size: 85376412
-  nfiles: 70
+- md5: 333dfc47b13ec308972f5caf6e7da7fa.dir
+  size: 86898043
+  nfiles: 72
   path: models
   hash: md5
diff --git a/data/models.json b/data/models.json
@@ -407,6 +407,23 @@
             "roc_auc_score": 0.8647
         }
     },
+    "Uganda_North_2022_V3": {
+        "params": "https://wandb.ai/nasa-harvest/crop-mask/runs/9plwjt8m",
+        "test_metrics": {
+            "accuracy": 0.8106,
+            "f1_score": 0.6446,
+            "precision_score": 0.6,
+            "recall_score": 0.6964,
+            "roc_auc_score": 0.8742
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+        "val_metrics": {
+            "accuracy": 0.8465,
+            "f1_score": 0.7445,
+            "precision_score": 0.7391,
+            "recall_score": 0.75,
+            "roc_auc_score": 0.9045
+        }
+    },
     "Zambia_2019": {
         "params": "https://wandb.ai/nasa-harvest/crop-mask/runs/rnhjdn44",
         "test_metrics": {