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CRASAR-U-DROIDs_RDA_metrics_adjusted.json
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|
| 1 |
+
{
|
| 2 |
+
"global": {
|
| 3 |
+
"model_name": "RDA_UperNet_PretrainTrain_CCE_Full",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Not Able To Determine": 0.11841965607640961,
|
| 8 |
+
"Partial Flooding": 0.05491652394201438,
|
| 9 |
+
"Partial Obstruction": 0.16147923528425612,
|
| 10 |
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"Partial Road Condition": 0.08311675538446478,
|
| 11 |
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"Particulate Partial": 0.3338303080702127,
|
| 12 |
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"Particulate Total": 0.22503008868934501,
|
| 13 |
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"Road Line": 12.296186806059477,
|
| 14 |
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"Total Destruction": 0.0049965619999779885,
|
| 15 |
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"Total Flooding": 0.09967762277159196,
|
| 16 |
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"Total Obstruction": 0.15155691693097695
|
| 17 |
+
},
|
| 18 |
+
"total_predicted_segments": 1077687
|
| 19 |
+
},
|
| 20 |
+
"metrics": {
|
| 21 |
+
"F1": {
|
| 22 |
+
"class_level_km": {
|
| 23 |
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"Not Able To Determine": 0.0,
|
| 24 |
+
"Partial Flooding": 0.0,
|
| 25 |
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"Partial Obstruction": 0.0,
|
| 26 |
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"Partial Road Condition": 0.0,
|
| 27 |
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|
| 28 |
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"Particulate Total": 0.00013680015678122628,
|
| 29 |
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"Road Line": 0.9132661504981352,
|
| 30 |
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|
| 31 |
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|
| 32 |
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"Total Obstruction": 0.0
|
| 33 |
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},
|
| 34 |
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"class_level_pixels": {
|
| 35 |
+
"Not Able To Determine": 0.0,
|
| 36 |
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"Partial Flooding": 0.0,
|
| 37 |
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"Partial Obstruction": 0.0,
|
| 38 |
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|
| 39 |
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|
| 40 |
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"Particulate Total": 0.00016724974268464077,
|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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},
|
| 46 |
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"macro_km": 0.09769887099329948,
|
| 47 |
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"macro_pixels": 0.09272908429147017
|
| 48 |
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},
|
| 49 |
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"Accuracy": {
|
| 50 |
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"class_level_km": {
|
| 51 |
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"Not Able To Determine": 0.9912471125869905,
|
| 52 |
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|
| 53 |
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| 54 |
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| 55 |
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| 56 |
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"Particulate Total": 0.9833526815549732,
|
| 57 |
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| 58 |
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| 59 |
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"Total Flooding": 0.9044938501774314,
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| 60 |
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|
| 61 |
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},
|
| 62 |
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|
| 63 |
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"Not Able To Determine": 0.9962964427588684,
|
| 64 |
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|
| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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|
| 72 |
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|
| 73 |
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}
|
| 74 |
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},
|
| 75 |
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"Precision": {
|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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| 81 |
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| 82 |
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|
| 83 |
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| 84 |
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|
| 85 |
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| 86 |
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|
| 87 |
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},
|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 97 |
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| 98 |
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| 99 |
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},
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| 100 |
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|
| 101 |
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| 102 |
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},
|
| 103 |
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"Recall": {
|
| 104 |
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"class_level_km": {
|
| 105 |
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"Not Able To Determine": 0.0,
|
| 106 |
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|
| 107 |
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|
| 108 |
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| 109 |
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|
| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 115 |
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},
|
| 116 |
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| 117 |
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|
| 118 |
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| 119 |
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| 120 |
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| 123 |
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| 127 |
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| 129 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 139 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 151 |
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| 158 |
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| 159 |
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| 160 |
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"matrix": [
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|
CRASAR-U-DROIDs_RDA_metrics_unadjusted.json
ADDED
|
@@ -0,0 +1,2159 @@
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|
| 1 |
+
{
|
| 2 |
+
"global": {
|
| 3 |
+
"model_name": "RDA_UperNet_PretrainTrain_CCE_Full",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Not Able To Determine": 0.09642240464108072,
|
| 8 |
+
"Partial Flooding": 0.022774614178632663,
|
| 9 |
+
"Partial Obstruction": 0.13533291378120318,
|
| 10 |
+
"Partial Road Condition": 0.08200654072063841,
|
| 11 |
+
"Particulate Partial": 0.309246619183177,
|
| 12 |
+
"Particulate Total": 0.2076392820573415,
|
| 13 |
+
"Road Line": 11.897280042176009,
|
| 14 |
+
"Total Destruction": 0.00460333142036223,
|
| 15 |
+
"Total Flooding": 0.05511380819482255,
|
| 16 |
+
"Total Obstruction": 0.13862071657300157
|
| 17 |
+
},
|
| 18 |
+
"total_predicted_segments": 1079800
|
| 19 |
+
},
|
| 20 |
+
"metrics": {
|
| 21 |
+
"F1": {
|
| 22 |
+
"class_level_km": {
|
| 23 |
+
"Not Able To Determine": 0.0,
|
| 24 |
+
"Partial Flooding": 0.0,
|
| 25 |
+
"Partial Obstruction": 0.0,
|
| 26 |
+
"Partial Road Condition": 0.0,
|
| 27 |
+
"Particulate Partial": 0.0,
|
| 28 |
+
"Particulate Total": 0.0,
|
| 29 |
+
"Road Line": 0.9120174728080642,
|
| 30 |
+
"Total Destruction": 0.0,
|
| 31 |
+
"Total Flooding": 0.03208242587852567,
|
| 32 |
+
"Total Obstruction": 0.0
|
| 33 |
+
},
|
| 34 |
+
"class_level_pixels": {
|
| 35 |
+
"Not Able To Determine": 0.0,
|
| 36 |
+
"Partial Flooding": 0.0,
|
| 37 |
+
"Partial Obstruction": 0.0,
|
| 38 |
+
"Partial Road Condition": 0.0,
|
| 39 |
+
"Particulate Partial": 0.0,
|
| 40 |
+
"Particulate Total": 0.0,
|
| 41 |
+
"Road Line": 0.9024240214154727,
|
| 42 |
+
"Total Destruction": 0.0,
|
| 43 |
+
"Total Flooding": 0.014068777257458497,
|
| 44 |
+
"Total Obstruction": 0.0
|
| 45 |
+
},
|
| 46 |
+
"macro_km": 0.09440998986865898,
|
| 47 |
+
"macro_pixels": 0.09164927986729313
|
| 48 |
+
},
|
| 49 |
+
"Accuracy": {
|
| 50 |
+
"class_level_km": {
|
| 51 |
+
"Not Able To Determine": 0.9925537026212916,
|
| 52 |
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"Partial Flooding": 0.9982412121903543,
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|
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|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_UperNet_PretrainTrain_CCE_Full"
|
| 2 |
+
model: "UperNetVit"
|
| 3 |
+
task: "RDA"
|
| 4 |
+
masking_strategy_parameters:
|
| 5 |
+
road_width_pixels: 40
|
| 6 |
+
train_location_strategy: "grid"
|
| 7 |
+
train_location_parameters:
|
| 8 |
+
sample_generator_process_pool_size: 6
|
| 9 |
+
adjustment_buffer_distance_px: 326
|
| 10 |
+
train_presentation_strategy: "weighted"
|
| 11 |
+
train_presentation_strategy_parameters:
|
| 12 |
+
length: 4000
|
| 13 |
+
expected_class_balances:
|
| 14 |
+
Not Able To Determine: 1
|
| 15 |
+
Partial Flooding: 1
|
| 16 |
+
Partial Obstruction: 1
|
| 17 |
+
Partial Road Condition: 1
|
| 18 |
+
Particulate Partial: 1
|
| 19 |
+
Particulate Total: 1
|
| 20 |
+
Road Line: 1
|
| 21 |
+
Total Destruction: 1
|
| 22 |
+
Total Flooding: 1
|
| 23 |
+
Total Obstruction: 1
|
| 24 |
+
balance_monitor: "pixel"
|
| 25 |
+
train_dataset_adaptor_parameters:
|
| 26 |
+
tile_x: 1024
|
| 27 |
+
tile_y: 1024
|
| 28 |
+
mask_x: 1024
|
| 29 |
+
mask_y: 1024
|
| 30 |
+
backend: "auto"
|
| 31 |
+
train_annotator_parameters:
|
| 32 |
+
generate_adjusted_samples: True
|
| 33 |
+
validation_location_strategy: "grid"
|
| 34 |
+
validation_location_parameters:
|
| 35 |
+
sample_generator_process_pool_size: 6
|
| 36 |
+
adjustment_buffer_distance_px: 326
|
| 37 |
+
validation_presentation_strategy: "indexed"
|
| 38 |
+
validation_dataset_adaptor_parameters:
|
| 39 |
+
tile_x: 1024
|
| 40 |
+
tile_y: 1024
|
| 41 |
+
mask_x: 1024
|
| 42 |
+
mask_y: 1024
|
| 43 |
+
backend: "auto"
|
| 44 |
+
validation_annotator_parameters:
|
| 45 |
+
generate_adjusted_samples: True
|
| 46 |
+
channel_maps:
|
| 47 |
+
background_class_idx: 0
|
| 48 |
+
default_label: Road Line
|
| 49 |
+
input_dataset_class_2_idx_map:
|
| 50 |
+
Background: 0
|
| 51 |
+
Not Able To Determine: 2
|
| 52 |
+
Partial Flooding: 4
|
| 53 |
+
Partial Obstruction: 3
|
| 54 |
+
Partial Road Condition: 5
|
| 55 |
+
Particulate Partial: 6
|
| 56 |
+
Particulate Total: 10
|
| 57 |
+
Road Line: 1
|
| 58 |
+
Total Destruction: 9
|
| 59 |
+
Total Flooding: 8
|
| 60 |
+
Total Obstruction: 7
|
| 61 |
+
model_class_2_color_map:
|
| 62 |
+
Background:
|
| 63 |
+
alpha: 0
|
| 64 |
+
blue: 0
|
| 65 |
+
green: 0
|
| 66 |
+
red: 0
|
| 67 |
+
Not Able To Determine:
|
| 68 |
+
alpha: 255
|
| 69 |
+
blue: 127
|
| 70 |
+
green: 127
|
| 71 |
+
red: 127
|
| 72 |
+
Partial Flooding:
|
| 73 |
+
alpha: 255
|
| 74 |
+
blue: 255
|
| 75 |
+
green: 255
|
| 76 |
+
red: 0
|
| 77 |
+
Partial Obstruction:
|
| 78 |
+
alpha: 255
|
| 79 |
+
blue: 255
|
| 80 |
+
green: 0
|
| 81 |
+
red: 255
|
| 82 |
+
Partial Road Condition:
|
| 83 |
+
alpha: 255
|
| 84 |
+
blue: 0
|
| 85 |
+
green: 255
|
| 86 |
+
red: 255
|
| 87 |
+
Particulate Partial:
|
| 88 |
+
alpha: 255
|
| 89 |
+
blue: 0
|
| 90 |
+
green: 102
|
| 91 |
+
red: 255
|
| 92 |
+
Particulate Total:
|
| 93 |
+
alpha: 255
|
| 94 |
+
blue: 51
|
| 95 |
+
green: 75
|
| 96 |
+
red: 255
|
| 97 |
+
Road Line:
|
| 98 |
+
alpha: 255
|
| 99 |
+
blue: 0
|
| 100 |
+
green: 255
|
| 101 |
+
red: 0
|
| 102 |
+
Total Destruction:
|
| 103 |
+
alpha: 255
|
| 104 |
+
blue: 0
|
| 105 |
+
green: 0
|
| 106 |
+
red: 255
|
| 107 |
+
Total Flooding:
|
| 108 |
+
alpha: 255
|
| 109 |
+
blue: 255
|
| 110 |
+
green: 0
|
| 111 |
+
red: 0
|
| 112 |
+
Total Obstruction:
|
| 113 |
+
alpha: 255
|
| 114 |
+
blue: 255
|
| 115 |
+
green: 0
|
| 116 |
+
red: 127
|
| 117 |
+
output_class_2_idx_map:
|
| 118 |
+
Background: 0
|
| 119 |
+
Not Able To Determine: 2
|
| 120 |
+
Partial Flooding: 4
|
| 121 |
+
Partial Obstruction: 3
|
| 122 |
+
Partial Road Condition: 5
|
| 123 |
+
Particulate Partial: 6
|
| 124 |
+
Particulate Total: 10
|
| 125 |
+
Road Line: 1
|
| 126 |
+
Total Destruction: 9
|
| 127 |
+
Total Flooding: 8
|
| 128 |
+
Total Obstruction: 7
|
| 129 |
+
input:
|
| 130 |
+
channels:
|
| 131 |
+
blue: 2
|
| 132 |
+
green: 1
|
| 133 |
+
mask: 3
|
| 134 |
+
red: 0
|
| 135 |
+
normalized_inputs: true
|
| 136 |
+
mask_input: false
|
| 137 |
+
sample_generator_parameters:
|
| 138 |
+
label_tolerance: 0.1
|
| 139 |
+
road_line_buffer_width_pixels: 40
|
| 140 |
+
road_line_segment_length_pixels: 40
|
| 141 |
+
normalized_inputs: true
|
| 142 |
+
validation_parameters:
|
| 143 |
+
batch_size: 1
|
| 144 |
+
validation_monitor: "val_macro_iou"
|
| 145 |
+
validation_monitor_mode: "max"
|
| 146 |
+
validation_checkpoint_save_top_k: 3
|
| 147 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 148 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 149 |
+
training_parameters:
|
| 150 |
+
gradient_clip_val: 10.0
|
| 151 |
+
alpha: 0.25
|
| 152 |
+
batch_size: 1
|
| 153 |
+
gamma: 2
|
| 154 |
+
grad_accumulation: 8
|
| 155 |
+
l1_reg: 1.0e-06
|
| 156 |
+
l2_reg: 1.0e-05
|
| 157 |
+
log_images_every_n_steps: 100
|
| 158 |
+
output_class_weights_strategy: "ipw"
|
| 159 |
+
normalize_weights: False
|
| 160 |
+
mask_x: 1024
|
| 161 |
+
mask_y: 1024
|
| 162 |
+
max_epochs: 100
|
| 163 |
+
optimizer_parameters:
|
| 164 |
+
name: "AdamW"
|
| 165 |
+
lr: 0.0005
|
| 166 |
+
weight_decay: 0.00001
|
| 167 |
+
output_class_weights:
|
| 168 |
+
Background: 1.0e-06
|
| 169 |
+
Not Able To Determine: 45
|
| 170 |
+
Partial Flooding: 45
|
| 171 |
+
Partial Obstruction: 45
|
| 172 |
+
Partial Road Condition: 45
|
| 173 |
+
Particulate Partial: 45
|
| 174 |
+
Particulate Total: 35
|
| 175 |
+
Road Line: 1
|
| 176 |
+
Total Destruction: 35
|
| 177 |
+
Total Flooding: 35
|
| 178 |
+
Total Obstruction: 35
|
| 179 |
+
samples_per_epoch: 4000
|
| 180 |
+
tile_x: 1024
|
| 181 |
+
tile_y: 1024
|
| 182 |
+
loss_parameters:
|
| 183 |
+
loss: [["cross entropy", 1.0]]
|
| 184 |
+
gamma: 2
|
| 185 |
+
alpha: 0.25
|
| 186 |
+
bins: 10
|
| 187 |
+
momentum: 0.9
|
| 188 |
+
smooth: 1.0e-06
|
| 189 |
+
validation_parameters:
|
| 190 |
+
batch_size: 1
|
| 191 |
+
validation_monitor: "val_macro_iou"
|
| 192 |
+
validation_monitor_mode: "max"
|
| 193 |
+
validation_checkpoint_save_top_k: 3
|
| 194 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 195 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 196 |
+
model_parameters:
|
| 197 |
+
decoder_parameters:
|
| 198 |
+
in_channels: [1024, 1024, 1024, 1024]
|
| 199 |
+
in_index: [0,1,2,3]
|
| 200 |
+
pool_scales: [1,2,3,6]
|
| 201 |
+
channels: 1024
|
| 202 |
+
dropout_ratio: 0.1
|
| 203 |
+
norm_cfg:
|
| 204 |
+
type: 'IN'
|
| 205 |
+
requires_grad: True
|
| 206 |
+
align_corners: False
|
| 207 |
+
out_indicies: [2,9,16,23]
|
| 208 |
+
n_cls: 11
|
| 209 |
+
normalization: "vit"
|
| 210 |
+
encoder_parameters:
|
| 211 |
+
backbone: "scalemae"
|
| 212 |
+
backbone_parameters:
|
| 213 |
+
normalization: "vit"
|
| 214 |
+
vit_model: vit_large_patch16
|
| 215 |
+
n_heads: 16
|
| 216 |
+
n_layers: 24
|
| 217 |
+
patch_size: 16
|
| 218 |
+
drop_path_rate: 0.1
|
| 219 |
+
dropout: 0.0
|
| 220 |
+
global_pool: False
|
RDA_scalemae_pretrained_full_unadjusted.yaml
ADDED
|
@@ -0,0 +1,220 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_UperNet_PretrainTrain_CCE_Full"
|
| 2 |
+
model: "UperNetVit"
|
| 3 |
+
task: "RDA"
|
| 4 |
+
masking_strategy_parameters:
|
| 5 |
+
road_width_pixels: 40
|
| 6 |
+
train_location_strategy: "grid"
|
| 7 |
+
train_location_parameters:
|
| 8 |
+
sample_generator_process_pool_size: 6
|
| 9 |
+
adjustment_buffer_distance_px: 326
|
| 10 |
+
train_presentation_strategy: "weighted"
|
| 11 |
+
train_presentation_strategy_parameters:
|
| 12 |
+
length: 4000
|
| 13 |
+
expected_class_balances:
|
| 14 |
+
Not Able To Determine: 1
|
| 15 |
+
Partial Flooding: 1
|
| 16 |
+
Partial Obstruction: 1
|
| 17 |
+
Partial Road Condition: 1
|
| 18 |
+
Particulate Partial: 1
|
| 19 |
+
Particulate Total: 1
|
| 20 |
+
Road Line: 1
|
| 21 |
+
Total Destruction: 1
|
| 22 |
+
Total Flooding: 1
|
| 23 |
+
Total Obstruction: 1
|
| 24 |
+
balance_monitor: "pixel"
|
| 25 |
+
train_dataset_adaptor_parameters:
|
| 26 |
+
tile_x: 1024
|
| 27 |
+
tile_y: 1024
|
| 28 |
+
mask_x: 1024
|
| 29 |
+
mask_y: 1024
|
| 30 |
+
backend: "auto"
|
| 31 |
+
train_annotator_parameters:
|
| 32 |
+
generate_adjusted_samples: False
|
| 33 |
+
validation_location_strategy: "grid"
|
| 34 |
+
validation_location_parameters:
|
| 35 |
+
sample_generator_process_pool_size: 6
|
| 36 |
+
adjustment_buffer_distance_px: 326
|
| 37 |
+
validation_presentation_strategy: "indexed"
|
| 38 |
+
validation_dataset_adaptor_parameters:
|
| 39 |
+
tile_x: 1024
|
| 40 |
+
tile_y: 1024
|
| 41 |
+
mask_x: 1024
|
| 42 |
+
mask_y: 1024
|
| 43 |
+
backend: "auto"
|
| 44 |
+
validation_annotator_parameters:
|
| 45 |
+
generate_adjusted_samples: False
|
| 46 |
+
channel_maps:
|
| 47 |
+
background_class_idx: 0
|
| 48 |
+
default_label: Road Line
|
| 49 |
+
input_dataset_class_2_idx_map:
|
| 50 |
+
Background: 0
|
| 51 |
+
Not Able To Determine: 2
|
| 52 |
+
Partial Flooding: 4
|
| 53 |
+
Partial Obstruction: 3
|
| 54 |
+
Partial Road Condition: 5
|
| 55 |
+
Particulate Partial: 6
|
| 56 |
+
Particulate Total: 10
|
| 57 |
+
Road Line: 1
|
| 58 |
+
Total Destruction: 9
|
| 59 |
+
Total Flooding: 8
|
| 60 |
+
Total Obstruction: 7
|
| 61 |
+
model_class_2_color_map:
|
| 62 |
+
Background:
|
| 63 |
+
alpha: 0
|
| 64 |
+
blue: 0
|
| 65 |
+
green: 0
|
| 66 |
+
red: 0
|
| 67 |
+
Not Able To Determine:
|
| 68 |
+
alpha: 255
|
| 69 |
+
blue: 127
|
| 70 |
+
green: 127
|
| 71 |
+
red: 127
|
| 72 |
+
Partial Flooding:
|
| 73 |
+
alpha: 255
|
| 74 |
+
blue: 255
|
| 75 |
+
green: 255
|
| 76 |
+
red: 0
|
| 77 |
+
Partial Obstruction:
|
| 78 |
+
alpha: 255
|
| 79 |
+
blue: 255
|
| 80 |
+
green: 0
|
| 81 |
+
red: 255
|
| 82 |
+
Partial Road Condition:
|
| 83 |
+
alpha: 255
|
| 84 |
+
blue: 0
|
| 85 |
+
green: 255
|
| 86 |
+
red: 255
|
| 87 |
+
Particulate Partial:
|
| 88 |
+
alpha: 255
|
| 89 |
+
blue: 0
|
| 90 |
+
green: 102
|
| 91 |
+
red: 255
|
| 92 |
+
Particulate Total:
|
| 93 |
+
alpha: 255
|
| 94 |
+
blue: 51
|
| 95 |
+
green: 75
|
| 96 |
+
red: 255
|
| 97 |
+
Road Line:
|
| 98 |
+
alpha: 255
|
| 99 |
+
blue: 0
|
| 100 |
+
green: 255
|
| 101 |
+
red: 0
|
| 102 |
+
Total Destruction:
|
| 103 |
+
alpha: 255
|
| 104 |
+
blue: 0
|
| 105 |
+
green: 0
|
| 106 |
+
red: 255
|
| 107 |
+
Total Flooding:
|
| 108 |
+
alpha: 255
|
| 109 |
+
blue: 255
|
| 110 |
+
green: 0
|
| 111 |
+
red: 0
|
| 112 |
+
Total Obstruction:
|
| 113 |
+
alpha: 255
|
| 114 |
+
blue: 255
|
| 115 |
+
green: 0
|
| 116 |
+
red: 127
|
| 117 |
+
output_class_2_idx_map:
|
| 118 |
+
Background: 0
|
| 119 |
+
Not Able To Determine: 2
|
| 120 |
+
Partial Flooding: 4
|
| 121 |
+
Partial Obstruction: 3
|
| 122 |
+
Partial Road Condition: 5
|
| 123 |
+
Particulate Partial: 6
|
| 124 |
+
Particulate Total: 10
|
| 125 |
+
Road Line: 1
|
| 126 |
+
Total Destruction: 9
|
| 127 |
+
Total Flooding: 8
|
| 128 |
+
Total Obstruction: 7
|
| 129 |
+
input:
|
| 130 |
+
channels:
|
| 131 |
+
blue: 2
|
| 132 |
+
green: 1
|
| 133 |
+
mask: 3
|
| 134 |
+
red: 0
|
| 135 |
+
normalized_inputs: true
|
| 136 |
+
mask_input: false
|
| 137 |
+
sample_generator_parameters:
|
| 138 |
+
label_tolerance: 0.1
|
| 139 |
+
road_line_buffer_width_pixels: 40
|
| 140 |
+
road_line_segment_length_pixels: 40
|
| 141 |
+
normalized_inputs: true
|
| 142 |
+
validation_parameters:
|
| 143 |
+
batch_size: 1
|
| 144 |
+
validation_monitor: "val_macro_iou"
|
| 145 |
+
validation_monitor_mode: "max"
|
| 146 |
+
validation_checkpoint_save_top_k: 3
|
| 147 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 148 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 149 |
+
training_parameters:
|
| 150 |
+
gradient_clip_val: 10.0
|
| 151 |
+
alpha: 0.25
|
| 152 |
+
batch_size: 1
|
| 153 |
+
gamma: 2
|
| 154 |
+
grad_accumulation: 8
|
| 155 |
+
l1_reg: 1.0e-06
|
| 156 |
+
l2_reg: 1.0e-05
|
| 157 |
+
log_images_every_n_steps: 100
|
| 158 |
+
output_class_weights_strategy: "ipw"
|
| 159 |
+
normalize_weights: False
|
| 160 |
+
mask_x: 1024
|
| 161 |
+
mask_y: 1024
|
| 162 |
+
max_epochs: 100
|
| 163 |
+
optimizer_parameters:
|
| 164 |
+
name: "AdamW"
|
| 165 |
+
lr: 0.0005
|
| 166 |
+
weight_decay: 0.00001
|
| 167 |
+
output_class_weights:
|
| 168 |
+
Background: 1.0e-06
|
| 169 |
+
Not Able To Determine: 45
|
| 170 |
+
Partial Flooding: 45
|
| 171 |
+
Partial Obstruction: 45
|
| 172 |
+
Partial Road Condition: 45
|
| 173 |
+
Particulate Partial: 45
|
| 174 |
+
Particulate Total: 35
|
| 175 |
+
Road Line: 1
|
| 176 |
+
Total Destruction: 35
|
| 177 |
+
Total Flooding: 35
|
| 178 |
+
Total Obstruction: 35
|
| 179 |
+
samples_per_epoch: 4000
|
| 180 |
+
tile_x: 1024
|
| 181 |
+
tile_y: 1024
|
| 182 |
+
loss_parameters:
|
| 183 |
+
loss: [["cross entropy", 1.0]]
|
| 184 |
+
gamma: 2
|
| 185 |
+
alpha: 0.25
|
| 186 |
+
bins: 10
|
| 187 |
+
momentum: 0.9
|
| 188 |
+
smooth: 1.0e-06
|
| 189 |
+
validation_parameters:
|
| 190 |
+
batch_size: 1
|
| 191 |
+
validation_monitor: "val_macro_iou"
|
| 192 |
+
validation_monitor_mode: "max"
|
| 193 |
+
validation_checkpoint_save_top_k: 3
|
| 194 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 195 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 196 |
+
model_parameters:
|
| 197 |
+
decoder_parameters:
|
| 198 |
+
in_channels: [1024, 1024, 1024, 1024]
|
| 199 |
+
in_index: [0,1,2,3]
|
| 200 |
+
pool_scales: [1,2,3,6]
|
| 201 |
+
channels: 1024
|
| 202 |
+
dropout_ratio: 0.1
|
| 203 |
+
norm_cfg:
|
| 204 |
+
type: 'IN'
|
| 205 |
+
requires_grad: True
|
| 206 |
+
align_corners: False
|
| 207 |
+
out_indicies: [2,9,16,23]
|
| 208 |
+
n_cls: 11
|
| 209 |
+
normalization: "vit"
|
| 210 |
+
encoder_parameters:
|
| 211 |
+
backbone: "scalemae"
|
| 212 |
+
backbone_parameters:
|
| 213 |
+
normalization: "vit"
|
| 214 |
+
vit_model: vit_large_patch16
|
| 215 |
+
n_heads: 16
|
| 216 |
+
n_layers: 24
|
| 217 |
+
patch_size: 16
|
| 218 |
+
drop_path_rate: 0.1
|
| 219 |
+
dropout: 0.0
|
| 220 |
+
global_pool: False
|