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CRASAR-U-DROIDs_RDA_metrics_adjusted.json
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|
| 1 |
+
{
|
| 2 |
+
"global": {
|
| 3 |
+
"model_name": "RDA_PSP_ResNet101_CCE_full",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Not Able To Determine": 0.11841965607640953,
|
| 8 |
+
"Partial Flooding": 0.05491652394201414,
|
| 9 |
+
"Partial Obstruction": 0.16147923528425637,
|
| 10 |
+
"Partial Road Condition": 0.08311675538446421,
|
| 11 |
+
"Particulate Partial": 0.3338303080702507,
|
| 12 |
+
"Particulate Total": 0.2250300886893583,
|
| 13 |
+
"Road Line": 12.296186806064814,
|
| 14 |
+
"Total Destruction": 0.004996561999977991,
|
| 15 |
+
"Total Flooding": 0.09967762277159231,
|
| 16 |
+
"Total Obstruction": 0.15155691693097428
|
| 17 |
+
},
|
| 18 |
+
"total_predicted_segments": 1077687
|
| 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": 0.05762419741307621,
|
| 29 |
+
"Road Line": 0.8964183087571067,
|
| 30 |
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"Total Destruction": 0.0,
|
| 31 |
+
"Total Flooding": 0.0,
|
| 32 |
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"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": 0.07211727670888277,
|
| 41 |
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"Road Line": 0.886488582032868,
|
| 42 |
+
"Total Destruction": 0.0,
|
| 43 |
+
"Total Flooding": 0.0,
|
| 44 |
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"Total Obstruction": 0.0
|
| 45 |
+
},
|
| 46 |
+
"macro_km": 0.0954042506170183,
|
| 47 |
+
"macro_pixels": 0.09586058587417508
|
| 48 |
+
},
|
| 49 |
+
"Accuracy": {
|
| 50 |
+
"class_level_km": {
|
| 51 |
+
"Not Able To Determine": 0.991247112586994,
|
| 52 |
+
"Partial Flooding": 0.9959408921871219,
|
| 53 |
+
"Partial Obstruction": 0.9880644006847191,
|
| 54 |
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"Partial Road Condition": 0.993856496242945,
|
| 55 |
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"Particulate Partial": 0.9753252188158475,
|
| 56 |
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"Particulate Total": 0.8455714740607593,
|
| 57 |
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"Road Line": 0.8175280555108896,
|
| 58 |
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"Total Destruction": 0.9996306834009914,
|
| 59 |
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"Total Flooding": 0.992632413919925,
|
| 60 |
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"Total Obstruction": 0.9887978003440311
|
| 61 |
+
},
|
| 62 |
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"class_level_pixels": {
|
| 63 |
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"Not Able To Determine": 0.9962964427588679,
|
| 64 |
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"Partial Flooding": 0.9987384530881561,
|
| 65 |
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"Partial Obstruction": 0.984405847757719,
|
| 66 |
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|
| 67 |
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"Particulate Partial": 0.9628064856763168,
|
| 68 |
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"Particulate Total": 0.8378714355680259,
|
| 69 |
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"Road Line": 0.8025799218135364,
|
| 70 |
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|
| 71 |
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|
| 72 |
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"Total Obstruction": 0.9837167092074424
|
| 73 |
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}
|
| 74 |
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},
|
| 75 |
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"Precision": {
|
| 76 |
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"class_level_km": {
|
| 77 |
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"Not Able To Determine": 0.0,
|
| 78 |
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"Partial Flooding": 0.0,
|
| 79 |
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"Partial Obstruction": 0.0,
|
| 80 |
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|
| 81 |
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|
| 82 |
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"Particulate Total": 0.032066876944323724,
|
| 83 |
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"Road Line": 0.925904686135637,
|
| 84 |
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|
| 85 |
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|
| 86 |
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"Total Obstruction": 0.0
|
| 87 |
+
},
|
| 88 |
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"class_level_pixels": {
|
| 89 |
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"Not Able To Determine": 0.0,
|
| 90 |
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"Partial Flooding": 0.0,
|
| 91 |
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"Partial Obstruction": 0.0,
|
| 92 |
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"Partial Road Condition": 0.0,
|
| 93 |
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|
| 94 |
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"Particulate Total": 0.04097287084829258,
|
| 95 |
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"Road Line": 0.9109780531633982,
|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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},
|
| 100 |
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"macro_km": 0.09579715630799608,
|
| 101 |
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"macro_pixels": 0.09519509240116908
|
| 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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"Partial Flooding": 0.0,
|
| 107 |
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"Partial Obstruction": 0.0,
|
| 108 |
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"Partial Road Condition": 0.0,
|
| 109 |
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|
| 110 |
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"Particulate Total": 0.005583775777956815,
|
| 111 |
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"Road Line": 0.9658088025716728,
|
| 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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"class_level_pixels": {
|
| 117 |
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"Not Able To Determine": 0.0,
|
| 118 |
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|
| 119 |
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|
| 120 |
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| 121 |
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| 122 |
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|
| 123 |
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| 124 |
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|
| 125 |
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| 126 |
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| 127 |
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},
|
| 128 |
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|
| 129 |
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| 130 |
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},
|
| 131 |
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"IoU": {
|
| 132 |
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"class_level_km": {
|
| 133 |
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|
| 134 |
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"Partial Flooding": 0.0,
|
| 135 |
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|
| 136 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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|
| 143 |
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},
|
| 144 |
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|
| 145 |
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|
| 146 |
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| 147 |
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|
| 148 |
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| 151 |
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| 153 |
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| 154 |
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| 155 |
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},
|
| 156 |
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|
| 157 |
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|
| 158 |
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},
|
| 159 |
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"Confusion_Matrix_pixels": {
|
| 160 |
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"matrix": [
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| 161 |
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| 1860 |
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| 1868 |
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| 1869 |
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| 1870 |
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| 1880 |
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| 1881 |
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| 1882 |
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| 1883 |
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| 1884 |
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| 1885 |
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| 1886 |
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| 1887 |
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| 1888 |
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| 1889 |
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| 1890 |
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| 1891 |
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| 1892 |
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| 1893 |
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| 1897 |
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| 1899 |
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| 1900 |
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| 1909 |
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| 1911 |
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| 1912 |
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| 1923 |
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| 1933 |
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| 1935 |
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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_PSP_ResNet101_CCE_full",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Not Able To Determine": 0.09642240464108069,
|
| 8 |
+
"Partial Flooding": 0.02277461417863268,
|
| 9 |
+
"Partial Obstruction": 0.13533291378120477,
|
| 10 |
+
"Partial Road Condition": 0.08200654072064073,
|
| 11 |
+
"Particulate Partial": 0.30924661918315954,
|
| 12 |
+
"Particulate Total": 0.20763928205734378,
|
| 13 |
+
"Road Line": 11.897280042172792,
|
| 14 |
+
"Total Destruction": 0.004603331420362243,
|
| 15 |
+
"Total Flooding": 0.055113808194822755,
|
| 16 |
+
"Total Obstruction": 0.1386207165730017
|
| 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": 0.05300420137629321,
|
| 29 |
+
"Road Line": 0.8930307035638616,
|
| 30 |
+
"Total Destruction": 0.0,
|
| 31 |
+
"Total Flooding": 0.0,
|
| 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": 0.06403707917366748,
|
| 41 |
+
"Road Line": 0.8793991039684942,
|
| 42 |
+
"Total Destruction": 0.0,
|
| 43 |
+
"Total Flooding": 0.0,
|
| 44 |
+
"Total Obstruction": 0.0
|
| 45 |
+
},
|
| 46 |
+
"macro_km": 0.09460349049401548,
|
| 47 |
+
"macro_pixels": 0.09434361831421617
|
| 48 |
+
},
|
| 49 |
+
"Accuracy": {
|
| 50 |
+
"class_level_km": {
|
| 51 |
+
"Not Able To Determine": 0.9925537026212897,
|
| 52 |
+
"Partial Flooding": 0.9982412121903539,
|
| 53 |
+
"Partial Obstruction": 0.9895488074074346,
|
| 54 |
+
"Partial Road Condition": 0.9936669792515728,
|
| 55 |
+
"Particulate Partial": 0.9761181823003665,
|
| 56 |
+
"Particulate Total": 0.8319353660094532,
|
| 57 |
+
"Road Line": 0.8120184993391254,
|
| 58 |
+
"Total Destruction": 0.9996445040463742,
|
| 59 |
+
"Total Flooding": 0.9957437920468848,
|
| 60 |
+
"Total Obstruction": 0.9892949042051508
|
| 61 |
+
},
|
| 62 |
+
"class_level_pixels": {
|
| 63 |
+
"Not Able To Determine": 0.9970459377216915,
|
| 64 |
+
"Partial Flooding": 0.9994547691166437,
|
| 65 |
+
"Partial Obstruction": 0.9859226786258983,
|
| 66 |
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_PSP_ResNet101_CCE_full"
|
| 2 |
+
model: "PSPNetResNet"
|
| 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: 1
|
| 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: 1000
|
| 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 |
+
model_parameters:
|
| 190 |
+
n_cls: 11
|
| 191 |
+
encoder_parameters:
|
| 192 |
+
depth: 101
|
| 193 |
+
num_stages: 4
|
| 194 |
+
out_indices: [0, 1, 2, 3]
|
| 195 |
+
dilations: [1, 1, 2, 4]
|
| 196 |
+
strides: [1, 2, 1, 1]
|
| 197 |
+
norm_eval: False
|
| 198 |
+
contract_dilation: True
|
| 199 |
+
decoder_parameters:
|
| 200 |
+
in_channels: 2048
|
| 201 |
+
in_index: 3
|
| 202 |
+
channels: 512
|
| 203 |
+
pool_scales: [1, 2, 3, 6]
|
| 204 |
+
dropout_ratio: 0.1
|
| 205 |
+
align_corners: False
|
| 206 |
+
auxiliary_head_parameters:
|
| 207 |
+
in_channels: 1024
|
| 208 |
+
in_index: 2
|
| 209 |
+
channels: 256
|
| 210 |
+
num_convs: 1
|
| 211 |
+
concat_input: False
|
| 212 |
+
dropout_ratio: 0.1
|
| 213 |
+
align_corners: False
|
RDA_psp_resnet101_full_unadjusted.yaml
ADDED
|
@@ -0,0 +1,213 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_PSP_ResNet101_CCE_full"
|
| 2 |
+
model: "PSPNetResNet"
|
| 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: 1
|
| 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: 1000
|
| 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 |
+
model_parameters:
|
| 190 |
+
n_cls: 11
|
| 191 |
+
encoder_parameters:
|
| 192 |
+
depth: 101
|
| 193 |
+
num_stages: 4
|
| 194 |
+
out_indices: [0, 1, 2, 3]
|
| 195 |
+
dilations: [1, 1, 2, 4]
|
| 196 |
+
strides: [1, 2, 1, 1]
|
| 197 |
+
norm_eval: False
|
| 198 |
+
contract_dilation: True
|
| 199 |
+
decoder_parameters:
|
| 200 |
+
in_channels: 2048
|
| 201 |
+
in_index: 3
|
| 202 |
+
channels: 512
|
| 203 |
+
pool_scales: [1, 2, 3, 6]
|
| 204 |
+
dropout_ratio: 0.1
|
| 205 |
+
align_corners: False
|
| 206 |
+
auxiliary_head_parameters:
|
| 207 |
+
in_channels: 1024
|
| 208 |
+
in_index: 2
|
| 209 |
+
channels: 256
|
| 210 |
+
num_convs: 1
|
| 211 |
+
concat_input: False
|
| 212 |
+
dropout_ratio: 0.1
|
| 213 |
+
align_corners: False
|