diff --git a/data/all_dataset_params.json b/data/all_dataset_params.json index 6805c0d7..9391737b 100644 --- a/data/all_dataset_params.json +++ b/data/all_dataset_params.json @@ -808,6 +808,56 @@ 12 ] }, + "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,KenyaCropArea2019,RwandaCropArea2019,MalawiCropArea2020,TanzaniaCropArea2019,FranceCropArea2020,Uganda_NorthCEO2016,Uganda_NorthCEO2017,Uganda_NorthCEO2020,Uganda_NorthCEO2018_February_2022": { + "normalizing_dict": { + "mean": [ + -11.263868825570306, + -18.289767758988585, + 1445.713314090759, + 1413.1401753468285, + 1429.583321599164, + 1669.3205042874822, + 2435.544181062614, + 2815.983699355795, + 2705.7055660375236, + 3081.8005850835475, + 855.2282451183122, + 2528.596528437239, + 1691.955054896327, + 291.07771825948146, + 0.01403726106206252, + 862.3566813839487, + 5.4636056182434185, + 0.34005568228697847 + ], + "std": [ + 4.102691140683555, + 5.001969916915334, + 969.6923822861578, + 945.5110856065211, + 1138.8195150007582, + 1088.1389631631132, + 1035.109292856566, + 1103.2215861633167, + 1063.5222203468493, + 1136.0492741539085, + 655.8588682539901, + 1192.8087985036334, + 1096.1526372623573, + 34.035815221547324, + 0.041633198813224206, + 624.569431127871, + 6.909468635384033, + 0.22752613190953722 + ] + }, + "train_num_timesteps": [ + 12 + ], + "val_num_timesteps": [ + 12 + ] + }, "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,KenyaCropArea2019,RwandaCropArea2019,MalawiCropArea2020,TanzaniaCropArea2019,FranceCropArea2020,Uganda_NorthCEO2016,Uganda_NorthCEO2017,Uganda_NorthCEO2020_February_2022": { "normalizing_dict": { "mean": [ diff --git a/data/models.dvc b/data/models.dvc index 2f4a421e..aa55c609 100644 --- a/data/models.dvc +++ b/data/models.dvc @@ -1,6 +1,6 @@ outs: -- md5: e7a53258cf76e06987e325902048a8c5.dir - size: 89941498 - nfiles: 76 +- md5: 0599f53028f670c2ce01098e1bda85c7.dir + size: 91463257 + nfiles: 78 path: models hash: md5 diff --git a/data/models.json b/data/models.json index 23160d89..6fe58da6 100644 --- a/data/models.json +++ b/data/models.json @@ -373,6 +373,23 @@ "roc_auc_score": 0.8431 } }, + "Uganda_North_2017_V1": { + "params": "https://wandb.ai/nasa-harvest/crop-mask/runs/oo481ir1", + "test_metrics": { + "accuracy": 0.9362, + "f1_score": 0.1818, + "precision_score": 0.1111, + "recall_score": 0.5, + "roc_auc_score": 0.911 + }, + "val_metrics": { + "accuracy": 0.9535, + "f1_score": 0.25, + "precision_score": 0.1538, + "recall_score": 0.6667, + "roc_auc_score": 0.9686 + } + }, "Uganda_North_2019_V1": { "params": "https://wandb.ai/nasa-harvest/crop-mask/runs/slmi6839", "test_metrics": {