Upload 5 files
Browse files
RDA_Deeplabv3plus_ResNet101_CCE_simple-epoch=02-step=1500-val_macro_f1=0.33333.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f4d3cdfa2266db61b0e61da7372b23df34410ca9b62fcd2222ebdfbb7f235fdb
|
| 3 |
+
size 751307019
|
RDA_deeplabv3plus_simple_adjusted.yaml
ADDED
|
@@ -0,0 +1,164 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_Deeplabv3plus_ResNet101_Focal_simple"
|
| 2 |
+
model: "DeepLabV3PlusResNet"
|
| 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: 3
|
| 52 |
+
Partial Flooding: 2
|
| 53 |
+
Partial Obstruction: 2
|
| 54 |
+
Partial Road Condition: 2
|
| 55 |
+
Particulate Partial: 2
|
| 56 |
+
Particulate Total: 3
|
| 57 |
+
Road Line: 1
|
| 58 |
+
Total Destruction: 3
|
| 59 |
+
Total Flooding: 3
|
| 60 |
+
Total Obstruction: 3
|
| 61 |
+
model_class_2_color_map:
|
| 62 |
+
Background:
|
| 63 |
+
alpha: 0
|
| 64 |
+
blue: 0
|
| 65 |
+
green: 0
|
| 66 |
+
red: 0
|
| 67 |
+
Partial:
|
| 68 |
+
alpha: 255
|
| 69 |
+
blue: 0
|
| 70 |
+
green: 255
|
| 71 |
+
red: 255
|
| 72 |
+
Road Line:
|
| 73 |
+
alpha: 255
|
| 74 |
+
blue: 0
|
| 75 |
+
green: 255
|
| 76 |
+
red: 0
|
| 77 |
+
Total:
|
| 78 |
+
alpha: 255
|
| 79 |
+
blue: 0
|
| 80 |
+
green: 0
|
| 81 |
+
red: 255
|
| 82 |
+
output_class_2_idx_map:
|
| 83 |
+
Background: 0
|
| 84 |
+
Partial: 2
|
| 85 |
+
Road Line: 1
|
| 86 |
+
Total: 3
|
| 87 |
+
input:
|
| 88 |
+
road_line_buffer_width_pixels: 40
|
| 89 |
+
road_line_segment_length_pixels: 40
|
| 90 |
+
channels:
|
| 91 |
+
blue: 2
|
| 92 |
+
green: 1
|
| 93 |
+
mask: 3
|
| 94 |
+
red: 0
|
| 95 |
+
normalized_inputs: true
|
| 96 |
+
mask_input: false
|
| 97 |
+
sample_generator_parameters:
|
| 98 |
+
label_tolerance: 0
|
| 99 |
+
normalized_inputs: true
|
| 100 |
+
validation_parameters:
|
| 101 |
+
batch_size: 1
|
| 102 |
+
validation_monitor: "val_macro_iou"
|
| 103 |
+
validation_monitor_mode: "max"
|
| 104 |
+
validation_checkpoint_save_top_k: 3
|
| 105 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 106 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 107 |
+
training_parameters:
|
| 108 |
+
gradient_clip_val: 10.0
|
| 109 |
+
batch_size: 1
|
| 110 |
+
grad_accumulation: 32
|
| 111 |
+
l1_reg: 1.0e-06
|
| 112 |
+
l2_reg: 1.0e-05
|
| 113 |
+
log_images_every_n_steps: 100
|
| 114 |
+
mask_x: 1024
|
| 115 |
+
mask_y: 1024
|
| 116 |
+
max_epochs: 100
|
| 117 |
+
optimizer_parameters:
|
| 118 |
+
name: "AdamW"
|
| 119 |
+
lr: 0.0005
|
| 120 |
+
weight_decay: 0.00001
|
| 121 |
+
output_class_weights_strategy: "ipw"
|
| 122 |
+
normalize_weights: True #Added
|
| 123 |
+
output_class_weights:
|
| 124 |
+
Background: 1.0e-06
|
| 125 |
+
Partial: 45
|
| 126 |
+
Road Line: 1
|
| 127 |
+
Total: 35
|
| 128 |
+
samples_per_epoch: 4000
|
| 129 |
+
tile_x: 1024
|
| 130 |
+
tile_y: 1024
|
| 131 |
+
loss_parameters:
|
| 132 |
+
loss: [["focal", 1.0]]
|
| 133 |
+
gamma: 3
|
| 134 |
+
alpha: 0.25
|
| 135 |
+
bins: 10
|
| 136 |
+
momentum: 0.9
|
| 137 |
+
smooth: 1.0e-06
|
| 138 |
+
model_parameters:
|
| 139 |
+
n_cls: 4
|
| 140 |
+
encoder_parameters:
|
| 141 |
+
depth: 101
|
| 142 |
+
num_stages: 4
|
| 143 |
+
out_indices: [0, 1, 2, 3]
|
| 144 |
+
dilations: [1, 1, 2, 4]
|
| 145 |
+
strides: [1, 2, 1, 1]
|
| 146 |
+
norm_eval: False
|
| 147 |
+
contract_dilation: True
|
| 148 |
+
decoder_parameters:
|
| 149 |
+
in_channels: 2048
|
| 150 |
+
in_index: 3
|
| 151 |
+
channels: 512
|
| 152 |
+
dilations: [1, 12, 24, 36]
|
| 153 |
+
c1_in_channels: 256
|
| 154 |
+
c1_channels: 48
|
| 155 |
+
dropout_ratio: 0.1
|
| 156 |
+
align_corners: False
|
| 157 |
+
auxiliary_head_parameters:
|
| 158 |
+
in_channels: 1024
|
| 159 |
+
in_index: 2
|
| 160 |
+
channels: 256
|
| 161 |
+
num_convs: 1
|
| 162 |
+
concat_input: False
|
| 163 |
+
dropout_ratio: 0.1
|
| 164 |
+
align_corners: False
|
RDA_deeplabv3plus_simple_unadjusted.yaml
ADDED
|
@@ -0,0 +1,164 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: "RDA_Deeplabv3plus_ResNet101_Focal_simple"
|
| 2 |
+
model: "DeepLabV3PlusResNet"
|
| 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: 3
|
| 52 |
+
Partial Flooding: 2
|
| 53 |
+
Partial Obstruction: 2
|
| 54 |
+
Partial Road Condition: 2
|
| 55 |
+
Particulate Partial: 2
|
| 56 |
+
Particulate Total: 3
|
| 57 |
+
Road Line: 1
|
| 58 |
+
Total Destruction: 3
|
| 59 |
+
Total Flooding: 3
|
| 60 |
+
Total Obstruction: 3
|
| 61 |
+
model_class_2_color_map:
|
| 62 |
+
Background:
|
| 63 |
+
alpha: 0
|
| 64 |
+
blue: 0
|
| 65 |
+
green: 0
|
| 66 |
+
red: 0
|
| 67 |
+
Partial:
|
| 68 |
+
alpha: 255
|
| 69 |
+
blue: 0
|
| 70 |
+
green: 255
|
| 71 |
+
red: 255
|
| 72 |
+
Road Line:
|
| 73 |
+
alpha: 255
|
| 74 |
+
blue: 0
|
| 75 |
+
green: 255
|
| 76 |
+
red: 0
|
| 77 |
+
Total:
|
| 78 |
+
alpha: 255
|
| 79 |
+
blue: 0
|
| 80 |
+
green: 0
|
| 81 |
+
red: 255
|
| 82 |
+
output_class_2_idx_map:
|
| 83 |
+
Background: 0
|
| 84 |
+
Partial: 2
|
| 85 |
+
Road Line: 1
|
| 86 |
+
Total: 3
|
| 87 |
+
input:
|
| 88 |
+
road_line_buffer_width_pixels: 40
|
| 89 |
+
road_line_segment_length_pixels: 40
|
| 90 |
+
channels:
|
| 91 |
+
blue: 2
|
| 92 |
+
green: 1
|
| 93 |
+
mask: 3
|
| 94 |
+
red: 0
|
| 95 |
+
normalized_inputs: true
|
| 96 |
+
mask_input: false
|
| 97 |
+
sample_generator_parameters:
|
| 98 |
+
label_tolerance: 0
|
| 99 |
+
normalized_inputs: true
|
| 100 |
+
validation_parameters:
|
| 101 |
+
batch_size: 1
|
| 102 |
+
validation_monitor: "val_macro_iou"
|
| 103 |
+
validation_monitor_mode: "max"
|
| 104 |
+
validation_checkpoint_save_top_k: 3
|
| 105 |
+
validation_reduce_lr_on_plateau_patience: 3
|
| 106 |
+
validation_reduce_lr_on_plateau_cooldown: 3
|
| 107 |
+
training_parameters:
|
| 108 |
+
gradient_clip_val: 10.0
|
| 109 |
+
batch_size: 1
|
| 110 |
+
grad_accumulation: 32
|
| 111 |
+
l1_reg: 1.0e-06
|
| 112 |
+
l2_reg: 1.0e-05
|
| 113 |
+
log_images_every_n_steps: 100
|
| 114 |
+
mask_x: 1024
|
| 115 |
+
mask_y: 1024
|
| 116 |
+
max_epochs: 100
|
| 117 |
+
optimizer_parameters:
|
| 118 |
+
name: "AdamW"
|
| 119 |
+
lr: 0.0005
|
| 120 |
+
weight_decay: 0.00001
|
| 121 |
+
output_class_weights_strategy: "ipw"
|
| 122 |
+
normalize_weights: True #Added
|
| 123 |
+
output_class_weights:
|
| 124 |
+
Background: 1.0e-06
|
| 125 |
+
Partial: 45
|
| 126 |
+
Road Line: 1
|
| 127 |
+
Total: 35
|
| 128 |
+
samples_per_epoch: 4000
|
| 129 |
+
tile_x: 1024
|
| 130 |
+
tile_y: 1024
|
| 131 |
+
loss_parameters:
|
| 132 |
+
loss: [["focal", 1.0]]
|
| 133 |
+
gamma: 3
|
| 134 |
+
alpha: 0.25
|
| 135 |
+
bins: 10
|
| 136 |
+
momentum: 0.9
|
| 137 |
+
smooth: 1.0e-06
|
| 138 |
+
model_parameters:
|
| 139 |
+
n_cls: 4
|
| 140 |
+
encoder_parameters:
|
| 141 |
+
depth: 101
|
| 142 |
+
num_stages: 4
|
| 143 |
+
out_indices: [0, 1, 2, 3]
|
| 144 |
+
dilations: [1, 1, 2, 4]
|
| 145 |
+
strides: [1, 2, 1, 1]
|
| 146 |
+
norm_eval: False
|
| 147 |
+
contract_dilation: True
|
| 148 |
+
decoder_parameters:
|
| 149 |
+
in_channels: 2048
|
| 150 |
+
in_index: 3
|
| 151 |
+
channels: 512
|
| 152 |
+
dilations: [1, 12, 24, 36]
|
| 153 |
+
c1_in_channels: 256
|
| 154 |
+
c1_channels: 48
|
| 155 |
+
dropout_ratio: 0.1
|
| 156 |
+
align_corners: False
|
| 157 |
+
auxiliary_head_parameters:
|
| 158 |
+
in_channels: 1024
|
| 159 |
+
in_index: 2
|
| 160 |
+
channels: 256
|
| 161 |
+
num_convs: 1
|
| 162 |
+
concat_input: False
|
| 163 |
+
dropout_ratio: 0.1
|
| 164 |
+
align_corners: False
|
metrics_adjusted.json
ADDED
|
@@ -0,0 +1,654 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"global": {
|
| 3 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Partial": 0.6333428226809731,
|
| 8 |
+
"Road Line": 12.296186806068839,
|
| 9 |
+
"Total": 0.5996808464683188
|
| 10 |
+
},
|
| 11 |
+
"total_predicted_segments": 1077687
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"F1": {
|
| 15 |
+
"class_level_km": {
|
| 16 |
+
"Partial": 0.11424806047945112,
|
| 17 |
+
"Road Line": 0.505694738247566,
|
| 18 |
+
"Total": 0.17334980813012052
|
| 19 |
+
},
|
| 20 |
+
"class_level_pixels": {
|
| 21 |
+
"Partial": 0.1529057376908799,
|
| 22 |
+
"Road Line": 0.5605588283582738,
|
| 23 |
+
"Total": 0.15887641204208067
|
| 24 |
+
},
|
| 25 |
+
"macro_km": 0.26443086895237916,
|
| 26 |
+
"macro_pixels": 0.29078032603041143
|
| 27 |
+
},
|
| 28 |
+
"Accuracy": {
|
| 29 |
+
"class_level_km": {
|
| 30 |
+
"Partial": 0.538336412997295,
|
| 31 |
+
"Road Line": 0.3941023325926624,
|
| 32 |
+
"Total": 0.7908302044586988
|
| 33 |
+
},
|
| 34 |
+
"class_level_pixels": {
|
| 35 |
+
"Partial": 0.5724756165454596,
|
| 36 |
+
"Road Line": 0.44874080066445676,
|
| 37 |
+
"Total": 0.7974155741925999
|
| 38 |
+
}
|
| 39 |
+
},
|
| 40 |
+
"Precision": {
|
| 41 |
+
"class_level_km": {
|
| 42 |
+
"Partial": 0.06276095779253815,
|
| 43 |
+
"Road Line": 0.9780218297963746,
|
| 44 |
+
"Total": 0.10508269771545706
|
| 45 |
+
},
|
| 46 |
+
"class_level_pixels": {
|
| 47 |
+
"Partial": 0.08743969818284564,
|
| 48 |
+
"Road Line": 0.9726801621773595,
|
| 49 |
+
"Total": 0.09699873321217198
|
| 50 |
+
},
|
| 51 |
+
"macro_km": 0.38195516176812333,
|
| 52 |
+
"macro_pixels": 0.385706197857459
|
| 53 |
+
},
|
| 54 |
+
"Recall": {
|
| 55 |
+
"class_level_km": {
|
| 56 |
+
"Partial": 0.05530680792902423,
|
| 57 |
+
"Road Line": 0.786418064442794,
|
| 58 |
+
"Total": 0.027732391499369378
|
| 59 |
+
},
|
| 60 |
+
"class_level_pixels": {
|
| 61 |
+
"Partial": 0.06740093829302099,
|
| 62 |
+
"Road Line": 0.7835211942681998,
|
| 63 |
+
"Total": 0.023993353731656696
|
| 64 |
+
},
|
| 65 |
+
"macro_km": 0.2898190879570625,
|
| 66 |
+
"macro_pixels": 0.29163849543095915
|
| 67 |
+
},
|
| 68 |
+
"IoU": {
|
| 69 |
+
"class_level_km": {
|
| 70 |
+
"Partial": 0.060584882923943116,
|
| 71 |
+
"Road Line": 0.338414613928694,
|
| 72 |
+
"Total": 0.0949003859095037
|
| 73 |
+
},
|
| 74 |
+
"class_level_pixels": {
|
| 75 |
+
"Partial": 0.08278177286941861,
|
| 76 |
+
"Road Line": 0.3894280915412051,
|
| 77 |
+
"Total": 0.08629318155567074
|
| 78 |
+
},
|
| 79 |
+
"macro_km": 0.16463329425404694,
|
| 80 |
+
"macro_pixels": 0.18616768198876485
|
| 81 |
+
},
|
| 82 |
+
"Confusion_Matrix_pixels": {
|
| 83 |
+
"matrix": [
|
| 84 |
+
[
|
| 85 |
+
1724812.8755897025,
|
| 86 |
+
375847.47922039515,
|
| 87 |
+
734071.1305064473
|
| 88 |
+
],
|
| 89 |
+
[
|
| 90 |
+
16972664.113273006,
|
| 91 |
+
15716844.513059929,
|
| 92 |
+
7227834.339930322
|
| 93 |
+
],
|
| 94 |
+
[
|
| 95 |
+
1028264.4241844495,
|
| 96 |
+
65594.28126465126,
|
| 97 |
+
855253.2238793522
|
| 98 |
+
]
|
| 99 |
+
],
|
| 100 |
+
"class_labels": [
|
| 101 |
+
"Partial",
|
| 102 |
+
"Road Line",
|
| 103 |
+
"Total"
|
| 104 |
+
]
|
| 105 |
+
},
|
| 106 |
+
"Confusion_Matrix_km": {
|
| 107 |
+
"matrix": [
|
| 108 |
+
[
|
| 109 |
+
0.40281422903899944,
|
| 110 |
+
0.07611562788247205,
|
| 111 |
+
0.15441296575950156
|
| 112 |
+
],
|
| 113 |
+
[
|
| 114 |
+
5.730563730699903,
|
| 115 |
+
4.193097292492543,
|
| 116 |
+
2.372525782876393
|
| 117 |
+
],
|
| 118 |
+
[
|
| 119 |
+
0.2848515129618981,
|
| 120 |
+
0.018111927338814636,
|
| 121 |
+
0.29671740616760606
|
| 122 |
+
]
|
| 123 |
+
],
|
| 124 |
+
"class_labels": [
|
| 125 |
+
"Partial",
|
| 126 |
+
"Road Line",
|
| 127 |
+
"Total"
|
| 128 |
+
]
|
| 129 |
+
}
|
| 130 |
+
}
|
| 131 |
+
},
|
| 132 |
+
"per_event": {
|
| 133 |
+
"Mussett Bayou Fire": {
|
| 134 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 135 |
+
"samples": {
|
| 136 |
+
"total": 0.11308100756115586,
|
| 137 |
+
"class_level_km": {
|
| 138 |
+
"Partial": 0.0008397396136685919,
|
| 139 |
+
"Road Line": 0.8874983110217352,
|
| 140 |
+
"Total": 0.013660820515815787
|
| 141 |
+
},
|
| 142 |
+
"total_predicted_segments": 79009
|
| 143 |
+
},
|
| 144 |
+
"metrics": {
|
| 145 |
+
"F1": {
|
| 146 |
+
"class_level_km": {
|
| 147 |
+
"Partial": 0.0044553120300849895,
|
| 148 |
+
"Road Line": 0.5896413359043632,
|
| 149 |
+
"Total": 0.08263158319184716
|
| 150 |
+
},
|
| 151 |
+
"class_level_pixels": {
|
| 152 |
+
"Partial": 0.003733727305611137,
|
| 153 |
+
"Road Line": 0.5515243134995732,
|
| 154 |
+
"Total": 0.10698017597744333
|
| 155 |
+
},
|
| 156 |
+
"macro_km": 0.22557607704209845,
|
| 157 |
+
"macro_pixels": 0.22074607226087592
|
| 158 |
+
},
|
| 159 |
+
"Accuracy": {
|
| 160 |
+
"class_level_km": {
|
| 161 |
+
"Partial": 0.6265782185010286,
|
| 162 |
+
"Road Line": 0.4272352772292663,
|
| 163 |
+
"Total": 0.7897933417378635
|
| 164 |
+
},
|
| 165 |
+
"class_level_pixels": {
|
| 166 |
+
"Partial": 0.5962814695757628,
|
| 167 |
+
"Road Line": 0.39315733136181147,
|
| 168 |
+
"Total": 0.7842056322673913
|
| 169 |
+
}
|
| 170 |
+
},
|
| 171 |
+
"Precision": {
|
| 172 |
+
"class_level_km": {
|
| 173 |
+
"Partial": 0.0022331987886891496,
|
| 174 |
+
"Road Line": 0.9991709119378673,
|
| 175 |
+
"Total": 0.04423981907412754
|
| 176 |
+
},
|
| 177 |
+
"class_level_pixels": {
|
| 178 |
+
"Partial": 0.0018707548308751192,
|
| 179 |
+
"Road Line": 0.9991721936289566,
|
| 180 |
+
"Total": 0.05818114852967565
|
| 181 |
+
},
|
| 182 |
+
"macro_km": 0.348547976600228,
|
| 183 |
+
"macro_pixels": 0.3530746989965025
|
| 184 |
+
},
|
| 185 |
+
"Recall": {
|
| 186 |
+
"class_level_km": {
|
| 187 |
+
"Partial": 0.0013335574297339027,
|
| 188 |
+
"Road Line": 0.963171169244922,
|
| 189 |
+
"Total": 0.0119868561604551
|
| 190 |
+
},
|
| 191 |
+
"class_level_pixels": {
|
| 192 |
+
"Partial": 0.0012687163676029158,
|
| 193 |
+
"Road Line": 0.9490858416828999,
|
| 194 |
+
"Total": 0.016482472531641763
|
| 195 |
+
},
|
| 196 |
+
"macro_km": 0.32549719427837037,
|
| 197 |
+
"macro_pixels": 0.3222790101940482
|
| 198 |
+
},
|
| 199 |
+
"IoU": {
|
| 200 |
+
"class_level_km": {
|
| 201 |
+
"Partial": 0.002232629545679289,
|
| 202 |
+
"Road Line": 0.4180789971481888,
|
| 203 |
+
"Total": 0.04309635147188046
|
| 204 |
+
},
|
| 205 |
+
"class_level_pixels": {
|
| 206 |
+
"Partial": 0.0018703553512286076,
|
| 207 |
+
"Road Line": 0.38076187169705084,
|
| 208 |
+
"Total": 0.056512971824096744
|
| 209 |
+
},
|
| 210 |
+
"macro_km": 0.15446932605524952,
|
| 211 |
+
"macro_pixels": 0.14638173295745874
|
| 212 |
+
},
|
| 213 |
+
"Confusion_Matrix_pixels": {
|
| 214 |
+
"matrix": [
|
| 215 |
+
[
|
| 216 |
+
2344.045878719712,
|
| 217 |
+
0,
|
| 218 |
+
267.6207371547876
|
| 219 |
+
],
|
| 220 |
+
[
|
| 221 |
+
1231288.9732085934,
|
| 222 |
+
1156171.141589107,
|
| 223 |
+
648049.7505215274
|
| 224 |
+
],
|
| 225 |
+
[
|
| 226 |
+
19361.675906039945,
|
| 227 |
+
957.8787751767592,
|
| 228 |
+
40050.00453397568
|
| 229 |
+
]
|
| 230 |
+
],
|
| 231 |
+
"class_labels": [
|
| 232 |
+
"Partial",
|
| 233 |
+
"Road Line",
|
| 234 |
+
"Total"
|
| 235 |
+
]
|
| 236 |
+
},
|
| 237 |
+
"Confusion_Matrix_km": {
|
| 238 |
+
"matrix": [
|
| 239 |
+
[
|
| 240 |
+
0.0007536904475682645,
|
| 241 |
+
0,
|
| 242 |
+
8.604916610032746e-05
|
| 243 |
+
],
|
| 244 |
+
[
|
| 245 |
+
0.3319264951444376,
|
| 246 |
+
0.37117316824138985,
|
| 247 |
+
0.1843986476359076
|
| 248 |
+
],
|
| 249 |
+
[
|
| 250 |
+
0.004813481064811593,
|
| 251 |
+
0.0003079905940976841,
|
| 252 |
+
0.008539348856906508
|
| 253 |
+
]
|
| 254 |
+
],
|
| 255 |
+
"class_labels": [
|
| 256 |
+
"Partial",
|
| 257 |
+
"Road Line",
|
| 258 |
+
"Total"
|
| 259 |
+
]
|
| 260 |
+
}
|
| 261 |
+
}
|
| 262 |
+
},
|
| 263 |
+
"Hurricane Michael": {
|
| 264 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 265 |
+
"samples": {
|
| 266 |
+
"total": 0.4105051213097,
|
| 267 |
+
"class_level_km": {
|
| 268 |
+
"Partial": 0.48664794980240444,
|
| 269 |
+
"Road Line": 2.6320241922297205,
|
| 270 |
+
"Total": 0.2983971803392663
|
| 271 |
+
},
|
| 272 |
+
"total_predicted_segments": 420925
|
| 273 |
+
},
|
| 274 |
+
"metrics": {
|
| 275 |
+
"F1": {
|
| 276 |
+
"class_level_km": {
|
| 277 |
+
"Partial": 0.2774997247208831,
|
| 278 |
+
"Road Line": 0.5426072291741548,
|
| 279 |
+
"Total": 0.2355348478837491
|
| 280 |
+
},
|
| 281 |
+
"class_level_pixels": {
|
| 282 |
+
"Partial": 0.27738262543596287,
|
| 283 |
+
"Road Line": 0.543042122066259,
|
| 284 |
+
"Total": 0.2350397851676425
|
| 285 |
+
},
|
| 286 |
+
"macro_km": 0.35188060059292897,
|
| 287 |
+
"macro_pixels": 0.3518215108899548
|
| 288 |
+
},
|
| 289 |
+
"Accuracy": {
|
| 290 |
+
"class_level_km": {
|
| 291 |
+
"Partial": 0.5619194724315957,
|
| 292 |
+
"Road Line": 0.5016746957978151,
|
| 293 |
+
"Total": 0.7674730878518538
|
| 294 |
+
},
|
| 295 |
+
"class_level_pixels": {
|
| 296 |
+
"Partial": 0.5622209621511922,
|
| 297 |
+
"Road Line": 0.5017414492134866,
|
| 298 |
+
"Total": 0.767609613784892
|
| 299 |
+
}
|
| 300 |
+
},
|
| 301 |
+
"Precision": {
|
| 302 |
+
"class_level_km": {
|
| 303 |
+
"Partial": 0.18134381247524217,
|
| 304 |
+
"Road Line": 0.9259150424062506,
|
| 305 |
+
"Total": 0.1651936770022591
|
| 306 |
+
},
|
| 307 |
+
"class_level_pixels": {
|
| 308 |
+
"Partial": 0.18125543095641716,
|
| 309 |
+
"Road Line": 0.9262094936858868,
|
| 310 |
+
"Total": 0.16468205569068176
|
| 311 |
+
},
|
| 312 |
+
"macro_km": 0.42415084396125063,
|
| 313 |
+
"macro_pixels": 0.42404899344432856
|
| 314 |
+
},
|
| 315 |
+
"Recall": {
|
| 316 |
+
"class_level_km": {
|
| 317 |
+
"Partial": 0.14971813596977823,
|
| 318 |
+
"Road Line": 0.5891922534871249,
|
| 319 |
+
"Total": 0.04667427183503365
|
| 320 |
+
},
|
| 321 |
+
"class_level_pixels": {
|
| 322 |
+
"Partial": 0.14944754584788109,
|
| 323 |
+
"Road Line": 0.5900680961069338,
|
| 324 |
+
"Total": 0.04651042305955822
|
| 325 |
+
},
|
| 326 |
+
"macro_km": 0.26186155376397896,
|
| 327 |
+
"macro_pixels": 0.26200868833812435
|
| 328 |
+
},
|
| 329 |
+
"IoU": {
|
| 330 |
+
"class_level_km": {
|
| 331 |
+
"Partial": 0.16110286233534363,
|
| 332 |
+
"Road Line": 0.3723136549296053,
|
| 333 |
+
"Total": 0.13348795673366237
|
| 334 |
+
},
|
| 335 |
+
"class_level_pixels": {
|
| 336 |
+
"Partial": 0.1610239334234994,
|
| 337 |
+
"Road Line": 0.3727232820460134,
|
| 338 |
+
"Total": 0.13317001890037927
|
| 339 |
+
},
|
| 340 |
+
"macro_km": 0.2223014913328704,
|
| 341 |
+
"macro_pixels": 0.22230574478996404
|
| 342 |
+
},
|
| 343 |
+
"Confusion_Matrix_pixels": {
|
| 344 |
+
"matrix": [
|
| 345 |
+
[
|
| 346 |
+
1470027.6099152358,
|
| 347 |
+
355768.24639976234,
|
| 348 |
+
663226.7762877081
|
| 349 |
+
],
|
| 350 |
+
[
|
| 351 |
+
5799608.501594265,
|
| 352 |
+
5179785.596434334,
|
| 353 |
+
2505070.3006766513
|
| 354 |
+
],
|
| 355 |
+
[
|
| 356 |
+
840618.031819886,
|
| 357 |
+
56901.89395734539,
|
| 358 |
+
624626.4422161874
|
| 359 |
+
]
|
| 360 |
+
],
|
| 361 |
+
"class_labels": [
|
| 362 |
+
"Partial",
|
| 363 |
+
"Road Line",
|
| 364 |
+
"Total"
|
| 365 |
+
]
|
| 366 |
+
},
|
| 367 |
+
"Confusion_Matrix_km": {
|
| 368 |
+
"matrix": [
|
| 369 |
+
[
|
| 370 |
+
0.28747645649432785,
|
| 371 |
+
0.06965939330455682,
|
| 372 |
+
0.1295121000035198
|
| 373 |
+
],
|
| 374 |
+
[
|
| 375 |
+
1.1329421381483273,
|
| 376 |
+
1.0100270702783942,
|
| 377 |
+
0.48905498380299917
|
| 378 |
+
],
|
| 379 |
+
[
|
| 380 |
+
0.16483790002586493,
|
| 381 |
+
0.011155594294794232,
|
| 382 |
+
0.12240368601860714
|
| 383 |
+
]
|
| 384 |
+
],
|
| 385 |
+
"class_labels": [
|
| 386 |
+
"Partial",
|
| 387 |
+
"Road Line",
|
| 388 |
+
"Total"
|
| 389 |
+
]
|
| 390 |
+
}
|
| 391 |
+
}
|
| 392 |
+
},
|
| 393 |
+
"Mayfield Tornado": {
|
| 394 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 395 |
+
"samples": {
|
| 396 |
+
"total": 0.7815637246100545,
|
| 397 |
+
"class_level_km": {
|
| 398 |
+
"Partial": 0.09027413783106315,
|
| 399 |
+
"Road Line": 6.384128758246461,
|
| 400 |
+
"Total": 0.055027739923620644
|
| 401 |
+
},
|
| 402 |
+
"total_predicted_segments": 527532
|
| 403 |
+
},
|
| 404 |
+
"metrics": {
|
| 405 |
+
"F1": {
|
| 406 |
+
"class_level_km": {
|
| 407 |
+
"Partial": 0.046253107094698286,
|
| 408 |
+
"Road Line": 0.6015620056930415,
|
| 409 |
+
"Total": 0.04153547225726827
|
| 410 |
+
},
|
| 411 |
+
"class_level_pixels": {
|
| 412 |
+
"Partial": 0.04606947577650991,
|
| 413 |
+
"Road Line": 0.6046097391335165,
|
| 414 |
+
"Total": 0.04050280585128388
|
| 415 |
+
},
|
| 416 |
+
"macro_km": 0.22978352834833604,
|
| 417 |
+
"macro_pixels": 0.23039400692043674
|
| 418 |
+
},
|
| 419 |
+
"Accuracy": {
|
| 420 |
+
"class_level_km": {
|
| 421 |
+
"Partial": 0.5952970088226143,
|
| 422 |
+
"Road Line": 0.4422515305353001,
|
| 423 |
+
"Total": 0.8314704127128633
|
| 424 |
+
},
|
| 425 |
+
"class_level_pixels": {
|
| 426 |
+
"Partial": 0.5996023181554309,
|
| 427 |
+
"Road Line": 0.44513979693249905,
|
| 428 |
+
"Total": 0.8302241919765724
|
| 429 |
+
}
|
| 430 |
+
},
|
| 431 |
+
"Precision": {
|
| 432 |
+
"class_level_km": {
|
| 433 |
+
"Partial": 0.02390545362621085,
|
| 434 |
+
"Road Line": 0.997520935202756,
|
| 435 |
+
"Total": 0.021813241980103294
|
| 436 |
+
},
|
| 437 |
+
"class_level_pixels": {
|
| 438 |
+
"Partial": 0.02380657785632368,
|
| 439 |
+
"Road Line": 0.997554624833214,
|
| 440 |
+
"Total": 0.021253156015764295
|
| 441 |
+
},
|
| 442 |
+
"macro_km": 0.3477465436030234,
|
| 443 |
+
"macro_pixels": 0.347538119568434
|
| 444 |
+
},
|
| 445 |
+
"Recall": {
|
| 446 |
+
"class_level_km": {
|
| 447 |
+
"Partial": 0.016484678985126632,
|
| 448 |
+
"Road Line": 0.952047682876312,
|
| 449 |
+
"Total": 0.004391799147239092
|
| 450 |
+
},
|
| 451 |
+
"class_level_pixels": {
|
| 452 |
+
"Partial": 0.016124816469131765,
|
| 453 |
+
"Road Line": 0.9530294657333521,
|
| 454 |
+
"Total": 0.004316103270569919
|
| 455 |
+
},
|
| 456 |
+
"macro_km": 0.3243080536695592,
|
| 457 |
+
"macro_pixels": 0.32449012849101794
|
| 458 |
+
},
|
| 459 |
+
"IoU": {
|
| 460 |
+
"class_level_km": {
|
| 461 |
+
"Partial": 0.023674052797042724,
|
| 462 |
+
"Road Line": 0.4301670922429172,
|
| 463 |
+
"Total": 0.021208182057369622
|
| 464 |
+
},
|
| 465 |
+
"class_level_pixels": {
|
| 466 |
+
"Partial": 0.02357784742362748,
|
| 467 |
+
"Road Line": 0.4332907832953321,
|
| 468 |
+
"Total": 0.020669999412211416
|
| 469 |
+
},
|
| 470 |
+
"macro_km": 0.15834977569910985,
|
| 471 |
+
"macro_pixels": 0.159179543377057
|
| 472 |
+
},
|
| 473 |
+
"Confusion_Matrix_pixels": {
|
| 474 |
+
"matrix": [
|
| 475 |
+
[
|
| 476 |
+
212670.3926857163,
|
| 477 |
+
19583.50748868644,
|
| 478 |
+
67078.72258977249
|
| 479 |
+
],
|
| 480 |
+
[
|
| 481 |
+
8619252.575809535,
|
| 482 |
+
9331505.17392212,
|
| 483 |
+
3562724.696940012
|
| 484 |
+
],
|
| 485 |
+
[
|
| 486 |
+
101338.83709539022,
|
| 487 |
+
3291.4614132510414,
|
| 488 |
+
78819.95109969804
|
| 489 |
+
]
|
| 490 |
+
],
|
| 491 |
+
"class_labels": [
|
| 492 |
+
"Partial",
|
| 493 |
+
"Road Line",
|
| 494 |
+
"Total"
|
| 495 |
+
]
|
| 496 |
+
},
|
| 497 |
+
"Confusion_Matrix_km": {
|
| 498 |
+
"matrix": [
|
| 499 |
+
[
|
| 500 |
+
0.06407513166744756,
|
| 501 |
+
0.005826663406341523,
|
| 502 |
+
0.020372342757274065
|
| 503 |
+
],
|
| 504 |
+
[
|
| 505 |
+
2.5861022378312706,
|
| 506 |
+
2.749181150556189,
|
| 507 |
+
1.0488453698590015
|
| 508 |
+
],
|
| 509 |
+
[
|
| 510 |
+
0.030178865080037087,
|
| 511 |
+
0.0010056726089475432,
|
| 512 |
+
0.023843202234636013
|
| 513 |
+
]
|
| 514 |
+
],
|
| 515 |
+
"class_labels": [
|
| 516 |
+
"Partial",
|
| 517 |
+
"Road Line",
|
| 518 |
+
"Total"
|
| 519 |
+
]
|
| 520 |
+
}
|
| 521 |
+
}
|
| 522 |
+
},
|
| 523 |
+
"Hurricane Idalia": {
|
| 524 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 525 |
+
"samples": {
|
| 526 |
+
"total": 0.3124207908628798,
|
| 527 |
+
"class_level_km": {
|
| 528 |
+
"Partial": 0.05558099543383093,
|
| 529 |
+
"Road Line": 2.3925355445684158,
|
| 530 |
+
"Total": 0.23259510568960273
|
| 531 |
+
},
|
| 532 |
+
"total_predicted_segments": 50221
|
| 533 |
+
},
|
| 534 |
+
"metrics": {
|
| 535 |
+
"F1": {
|
| 536 |
+
"class_level_km": {
|
| 537 |
+
"Partial": 0.05399993636562697,
|
| 538 |
+
"Road Line": 0.050956977334725075,
|
| 539 |
+
"Total": 0.2758099212411594
|
| 540 |
+
},
|
| 541 |
+
"class_level_pixels": {
|
| 542 |
+
"Partial": 0.053999936365625,
|
| 543 |
+
"Road Line": 0.050956977334723555,
|
| 544 |
+
"Total": 0.27580992124116993
|
| 545 |
+
},
|
| 546 |
+
"macro_km": 0.12692227831383715,
|
| 547 |
+
"macro_pixels": 0.12692227831383948
|
| 548 |
+
},
|
| 549 |
+
"Accuracy": {
|
| 550 |
+
"class_level_km": {
|
| 551 |
+
"Partial": 0.33984463632482526,
|
| 552 |
+
"Road Line": 0.12855532749269638,
|
| 553 |
+
"Total": 0.7219644293925205
|
| 554 |
+
},
|
| 555 |
+
"class_level_pixels": {
|
| 556 |
+
"Partial": 0.339844636324809,
|
| 557 |
+
"Road Line": 0.12855532749269502,
|
| 558 |
+
"Total": 0.7219644293925359
|
| 559 |
+
}
|
| 560 |
+
},
|
| 561 |
+
"Precision": {
|
| 562 |
+
"class_level_km": {
|
| 563 |
+
"Partial": 0.027826735870066937,
|
| 564 |
+
"Road Line": 0.9090823348759616,
|
| 565 |
+
"Total": 0.17817109393582617
|
| 566 |
+
},
|
| 567 |
+
"class_level_pixels": {
|
| 568 |
+
"Partial": 0.02782673587006589,
|
| 569 |
+
"Road Line": 0.9090823348759609,
|
| 570 |
+
"Total": 0.17817109393583486
|
| 571 |
+
},
|
| 572 |
+
"macro_km": 0.37169338822728487,
|
| 573 |
+
"macro_pixels": 0.37169338822728726
|
| 574 |
+
},
|
| 575 |
+
"Recall": {
|
| 576 |
+
"class_level_km": {
|
| 577 |
+
"Partial": 0.05544186397998029,
|
| 578 |
+
"Road Line": 0.1819858001553448,
|
| 579 |
+
"Total": 0.07333509825426307
|
| 580 |
+
},
|
| 581 |
+
"class_level_pixels": {
|
| 582 |
+
"Partial": 0.05544186397998218,
|
| 583 |
+
"Road Line": 0.1819858001553413,
|
| 584 |
+
"Total": 0.0733350982542613
|
| 585 |
+
},
|
| 586 |
+
"macro_km": 0.10358758746319606,
|
| 587 |
+
"macro_pixels": 0.10358758746319492
|
| 588 |
+
},
|
| 589 |
+
"IoU": {
|
| 590 |
+
"class_level_km": {
|
| 591 |
+
"Partial": 0.027749195580588033,
|
| 592 |
+
"Road Line": 0.026144613916753098,
|
| 593 |
+
"Total": 0.1599649160721893
|
| 594 |
+
},
|
| 595 |
+
"class_level_pixels": {
|
| 596 |
+
"Partial": 0.027749195580586996,
|
| 597 |
+
"Road Line": 0.026144613916752296,
|
| 598 |
+
"Total": 0.1599649160721964
|
| 599 |
+
},
|
| 600 |
+
"macro_km": 0.07128624185651014,
|
| 601 |
+
"macro_pixels": 0.0712862418565119
|
| 602 |
+
},
|
| 603 |
+
"Confusion_Matrix_pixels": {
|
| 604 |
+
"matrix": [
|
| 605 |
+
[
|
| 606 |
+
39770.827109961036,
|
| 607 |
+
495.72533194757216,
|
| 608 |
+
3498.0108918168035
|
| 609 |
+
],
|
| 610 |
+
[
|
| 611 |
+
1322514.0626572403,
|
| 612 |
+
49382.60111379149,
|
| 613 |
+
511989.5917946905
|
| 614 |
+
],
|
| 615 |
+
[
|
| 616 |
+
66945.87936313658,
|
| 617 |
+
4443.047118878126,
|
| 618 |
+
111756.8260294864
|
| 619 |
+
]
|
| 620 |
+
],
|
| 621 |
+
"class_labels": [
|
| 622 |
+
"Partial",
|
| 623 |
+
"Road Line",
|
| 624 |
+
"Total"
|
| 625 |
+
]
|
| 626 |
+
},
|
| 627 |
+
"Confusion_Matrix_km": {
|
| 628 |
+
"matrix": [
|
| 629 |
+
[
|
| 630 |
+
0.050508950429650167,
|
| 631 |
+
0.0006295711715734167,
|
| 632 |
+
0.0044424738326073465
|
| 633 |
+
],
|
| 634 |
+
[
|
| 635 |
+
1.679592859574616,
|
| 636 |
+
0.06271590341451577,
|
| 637 |
+
0.6502267815792842
|
| 638 |
+
],
|
| 639 |
+
[
|
| 640 |
+
0.08502126679118233,
|
| 641 |
+
0.005642669840975217,
|
| 642 |
+
0.14193116905744518
|
| 643 |
+
]
|
| 644 |
+
],
|
| 645 |
+
"class_labels": [
|
| 646 |
+
"Partial",
|
| 647 |
+
"Road Line",
|
| 648 |
+
"Total"
|
| 649 |
+
]
|
| 650 |
+
}
|
| 651 |
+
}
|
| 652 |
+
}
|
| 653 |
+
}
|
| 654 |
+
}
|
metrics_unadjusted.json
ADDED
|
@@ -0,0 +1,654 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"global": {
|
| 3 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 4 |
+
"samples": {
|
| 5 |
+
"total": 1.617570644343792,
|
| 6 |
+
"class_level_km": {
|
| 7 |
+
"Partial": 0.5493606878636947,
|
| 8 |
+
"Road Line": 11.897280042176437,
|
| 9 |
+
"Total": 0.5023995428866239
|
| 10 |
+
},
|
| 11 |
+
"total_predicted_segments": 1079800
|
| 12 |
+
},
|
| 13 |
+
"metrics": {
|
| 14 |
+
"F1": {
|
| 15 |
+
"class_level_km": {
|
| 16 |
+
"Partial": 0.09191578717696733,
|
| 17 |
+
"Road Line": 0.4691480271677536,
|
| 18 |
+
"Total": 0.1396610416128841
|
| 19 |
+
},
|
| 20 |
+
"class_level_pixels": {
|
| 21 |
+
"Partial": 0.1307561204455456,
|
| 22 |
+
"Road Line": 0.5167262574493462,
|
| 23 |
+
"Total": 0.13318201033075616
|
| 24 |
+
},
|
| 25 |
+
"macro_km": 0.23357495198586833,
|
| 26 |
+
"macro_pixels": 0.2602214627418827
|
| 27 |
+
},
|
| 28 |
+
"Accuracy": {
|
| 29 |
+
"class_level_km": {
|
| 30 |
+
"Partial": 0.5216146418371382,
|
| 31 |
+
"Road Line": 0.35816743394348677,
|
| 32 |
+
"Total": 0.7727574173448191
|
| 33 |
+
},
|
| 34 |
+
"class_level_pixels": {
|
| 35 |
+
"Partial": 0.5527015288803326,
|
| 36 |
+
"Road Line": 0.40768592799256564,
|
| 37 |
+
"Total": 0.7748110012722247
|
| 38 |
+
}
|
| 39 |
+
},
|
| 40 |
+
"Precision": {
|
| 41 |
+
"class_level_km": {
|
| 42 |
+
"Partial": 0.049983133017157004,
|
| 43 |
+
"Road Line": 0.9770227020499908,
|
| 44 |
+
"Total": 0.08185404146832286
|
| 45 |
+
},
|
| 46 |
+
"class_level_pixels": {
|
| 47 |
+
"Partial": 0.07403239623073025,
|
| 48 |
+
"Road Line": 0.9700126652205602,
|
| 49 |
+
"Total": 0.07894847519140831
|
| 50 |
+
},
|
| 51 |
+
"macro_km": 0.3696199588451569,
|
| 52 |
+
"macro_pixels": 0.37433117888089956
|
| 53 |
+
},
|
| 54 |
+
"Recall": {
|
| 55 |
+
"class_level_km": {
|
| 56 |
+
"Partial": 0.04641539972992141,
|
| 57 |
+
"Road Line": 0.791848533311579,
|
| 58 |
+
"Total": 0.02386834056167899
|
| 59 |
+
},
|
| 60 |
+
"class_level_pixels": {
|
| 61 |
+
"Partial": 0.06086913599501896,
|
| 62 |
+
"Road Line": 0.7767185278763432,
|
| 63 |
+
"Total": 0.022327445908482988
|
| 64 |
+
},
|
| 65 |
+
"macro_km": 0.28737742453439313,
|
| 66 |
+
"macro_pixels": 0.28663836992661507
|
| 67 |
+
},
|
| 68 |
+
"IoU": {
|
| 69 |
+
"class_level_km": {
|
| 70 |
+
"Partial": 0.048171766507609674,
|
| 71 |
+
"Road Line": 0.30646204564101487,
|
| 72 |
+
"Total": 0.0750729005503212
|
| 73 |
+
},
|
| 74 |
+
"class_level_pixels": {
|
| 75 |
+
"Partial": 0.06995134336174054,
|
| 76 |
+
"Road Line": 0.34836877551730816,
|
| 77 |
+
"Total": 0.07134172215383079
|
| 78 |
+
},
|
| 79 |
+
"macro_km": 0.14323557089964858,
|
| 80 |
+
"macro_pixels": 0.1632206136776265
|
| 81 |
+
},
|
| 82 |
+
"Confusion_Matrix_pixels": {
|
| 83 |
+
"matrix": [
|
| 84 |
+
[
|
| 85 |
+
1455219.681714672,
|
| 86 |
+
365647.5801008166,
|
| 87 |
+
781139.8264945623
|
| 88 |
+
],
|
| 89 |
+
[
|
| 90 |
+
17248477.718942843,
|
| 91 |
+
13697147.828151327,
|
| 92 |
+
7948890.6639882885
|
| 93 |
+
],
|
| 94 |
+
[
|
| 95 |
+
952828.0639420198,
|
| 96 |
+
57791.17711670565,
|
| 97 |
+
748299.7172621306
|
| 98 |
+
]
|
| 99 |
+
],
|
| 100 |
+
"class_labels": [
|
| 101 |
+
"Partial",
|
| 102 |
+
"Road Line",
|
| 103 |
+
"Total"
|
| 104 |
+
]
|
| 105 |
+
},
|
| 106 |
+
"Confusion_Matrix_km": {
|
| 107 |
+
"matrix": [
|
| 108 |
+
[
|
| 109 |
+
0.3135085938645597,
|
| 110 |
+
0.0741459833143763,
|
| 111 |
+
0.16170611068475876
|
| 112 |
+
],
|
| 113 |
+
[
|
| 114 |
+
5.707440847008261,
|
| 115 |
+
3.6725337339861657,
|
| 116 |
+
2.5173054611820094
|
| 117 |
+
],
|
| 118 |
+
[
|
| 119 |
+
0.2513383278219913,
|
| 120 |
+
0.01222345483706473,
|
| 121 |
+
0.23883776022756792
|
| 122 |
+
]
|
| 123 |
+
],
|
| 124 |
+
"class_labels": [
|
| 125 |
+
"Partial",
|
| 126 |
+
"Road Line",
|
| 127 |
+
"Total"
|
| 128 |
+
]
|
| 129 |
+
}
|
| 130 |
+
}
|
| 131 |
+
},
|
| 132 |
+
"per_event": {
|
| 133 |
+
"Mussett Bayou Fire": {
|
| 134 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 135 |
+
"samples": {
|
| 136 |
+
"total": 0.11308100756115586,
|
| 137 |
+
"class_level_km": {
|
| 138 |
+
"Partial": 0.0006091917262747285,
|
| 139 |
+
"Road Line": 0.7008939529239159,
|
| 140 |
+
"Total": 0.010915320713311038
|
| 141 |
+
},
|
| 142 |
+
"total_predicted_segments": 79544
|
| 143 |
+
},
|
| 144 |
+
"metrics": {
|
| 145 |
+
"F1": {
|
| 146 |
+
"class_level_km": {
|
| 147 |
+
"Partial": 0.003760539955978086,
|
| 148 |
+
"Road Line": 0.48572589329000193,
|
| 149 |
+
"Total": 0.05855434536424009
|
| 150 |
+
},
|
| 151 |
+
"class_level_pixels": {
|
| 152 |
+
"Partial": 0.0031966970521278715,
|
| 153 |
+
"Road Line": 0.46676887742525464,
|
| 154 |
+
"Total": 0.07760592788953277
|
| 155 |
+
},
|
| 156 |
+
"macro_km": 0.18268025953674005,
|
| 157 |
+
"macro_pixels": 0.1825238341223051
|
| 158 |
+
},
|
| 159 |
+
"Accuracy": {
|
| 160 |
+
"class_level_km": {
|
| 161 |
+
"Partial": 0.5724423900881886,
|
| 162 |
+
"Road Line": 0.33137517952603207,
|
| 163 |
+
"Total": 0.74515507530628
|
| 164 |
+
},
|
| 165 |
+
"class_level_pixels": {
|
| 166 |
+
"Partial": 0.5496656320788509,
|
| 167 |
+
"Road Line": 0.31787071132166406,
|
| 168 |
+
"Total": 0.751890884913589
|
| 169 |
+
}
|
| 170 |
+
},
|
| 171 |
+
"Precision": {
|
| 172 |
+
"class_level_km": {
|
| 173 |
+
"Partial": 0.001884023805508869,
|
| 174 |
+
"Road Line": 0.9982435044970454,
|
| 175 |
+
"Total": 0.03103369677836136
|
| 176 |
+
},
|
| 177 |
+
"class_level_pixels": {
|
| 178 |
+
"Partial": 0.0016010602587668726,
|
| 179 |
+
"Road Line": 0.9983375066177893,
|
| 180 |
+
"Total": 0.041760291077895834
|
| 181 |
+
},
|
| 182 |
+
"macro_km": 0.34372040836030515,
|
| 183 |
+
"macro_pixels": 0.34723295265148396
|
| 184 |
+
},
|
| 185 |
+
"Recall": {
|
| 186 |
+
"class_level_km": {
|
| 187 |
+
"Partial": 0.0014096760666556028,
|
| 188 |
+
"Road Line": 0.9528600518527159,
|
| 189 |
+
"Total": 0.010635629602695087
|
| 190 |
+
},
|
| 191 |
+
"class_level_pixels": {
|
| 192 |
+
"Partial": 0.0013137070334129889,
|
| 193 |
+
"Road Line": 0.9392313699122754,
|
| 194 |
+
"Total": 0.01388149678357671
|
| 195 |
+
},
|
| 196 |
+
"macro_km": 0.3216351191740222,
|
| 197 |
+
"macro_pixels": 0.31814219124308835
|
| 198 |
+
},
|
| 199 |
+
"IoU": {
|
| 200 |
+
"class_level_km": {
|
| 201 |
+
"Partial": 0.001883812053236918,
|
| 202 |
+
"Road Line": 0.32076484114578097,
|
| 203 |
+
"Total": 0.030160177404103355
|
| 204 |
+
},
|
| 205 |
+
"class_level_pixels": {
|
| 206 |
+
"Partial": 0.0016009073339415061,
|
| 207 |
+
"Road Line": 0.30443477865320956,
|
| 208 |
+
"Total": 0.04036941697616371
|
| 209 |
+
},
|
| 210 |
+
"macro_km": 0.11760294353437374,
|
| 211 |
+
"macro_pixels": 0.11546836765443826
|
| 212 |
+
},
|
| 213 |
+
"Confusion_Matrix_pixels": {
|
| 214 |
+
"matrix": [
|
| 215 |
+
[
|
| 216 |
+
1787.9664979393506,
|
| 217 |
+
0,
|
| 218 |
+
106.6752079913696
|
| 219 |
+
],
|
| 220 |
+
[
|
| 221 |
+
1094860.236347208,
|
| 222 |
+
739239.8521964196,
|
| 223 |
+
592906.0759533616
|
| 224 |
+
],
|
| 225 |
+
[
|
| 226 |
+
20090.838142873938,
|
| 227 |
+
1231.027937943139,
|
| 228 |
+
25843.622290771735
|
| 229 |
+
]
|
| 230 |
+
],
|
| 231 |
+
"class_labels": [
|
| 232 |
+
"Partial",
|
| 233 |
+
"Road Line",
|
| 234 |
+
"Total"
|
| 235 |
+
]
|
| 236 |
+
},
|
| 237 |
+
"Confusion_Matrix_km": {
|
| 238 |
+
"matrix": [
|
| 239 |
+
[
|
| 240 |
+
0.0005748920199484315,
|
| 241 |
+
0,
|
| 242 |
+
3.429970632629703e-05
|
| 243 |
+
],
|
| 244 |
+
[
|
| 245 |
+
0.29969218732894665,
|
| 246 |
+
0.22494910175490346,
|
| 247 |
+
0.17625266384006574
|
| 248 |
+
],
|
| 249 |
+
[
|
| 250 |
+
0.004873449272586399,
|
| 251 |
+
0.0003958173369986092,
|
| 252 |
+
0.00564605410372603
|
| 253 |
+
]
|
| 254 |
+
],
|
| 255 |
+
"class_labels": [
|
| 256 |
+
"Partial",
|
| 257 |
+
"Road Line",
|
| 258 |
+
"Total"
|
| 259 |
+
]
|
| 260 |
+
}
|
| 261 |
+
}
|
| 262 |
+
},
|
| 263 |
+
"Hurricane Michael": {
|
| 264 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 265 |
+
"samples": {
|
| 266 |
+
"total": 0.4105051213097,
|
| 267 |
+
"class_level_km": {
|
| 268 |
+
"Partial": 0.46677371326697836,
|
| 269 |
+
"Road Line": 2.4966361316458827,
|
| 270 |
+
"Total": 0.2795998385365309
|
| 271 |
+
},
|
| 272 |
+
"total_predicted_segments": 421988
|
| 273 |
+
},
|
| 274 |
+
"metrics": {
|
| 275 |
+
"F1": {
|
| 276 |
+
"class_level_km": {
|
| 277 |
+
"Partial": 0.2590261756760629,
|
| 278 |
+
"Road Line": 0.4770420467296553,
|
| 279 |
+
"Total": 0.2056662856269847
|
| 280 |
+
},
|
| 281 |
+
"class_level_pixels": {
|
| 282 |
+
"Partial": 0.2588853652646488,
|
| 283 |
+
"Road Line": 0.4774220649545276,
|
| 284 |
+
"Total": 0.20523095525174803
|
| 285 |
+
},
|
| 286 |
+
"macro_km": 0.3139115026775676,
|
| 287 |
+
"macro_pixels": 0.31384612849030813
|
| 288 |
+
},
|
| 289 |
+
"Accuracy": {
|
| 290 |
+
"class_level_km": {
|
| 291 |
+
"Partial": 0.5461817384033109,
|
| 292 |
+
"Road Line": 0.4549242308715348,
|
| 293 |
+
"Total": 0.7257607439024935
|
| 294 |
+
},
|
| 295 |
+
"class_level_pixels": {
|
| 296 |
+
"Partial": 0.54641755449128,
|
| 297 |
+
"Road Line": 0.4549093912746871,
|
| 298 |
+
"Total": 0.7258900436965932
|
| 299 |
+
}
|
| 300 |
+
},
|
| 301 |
+
"Precision": {
|
| 302 |
+
"class_level_km": {
|
| 303 |
+
"Partial": 0.1692994930067772,
|
| 304 |
+
"Road Line": 0.9125203359525875,
|
| 305 |
+
"Total": 0.13706060392603422
|
| 306 |
+
},
|
| 307 |
+
"class_level_pixels": {
|
| 308 |
+
"Partial": 0.16919159658140462,
|
| 309 |
+
"Road Line": 0.9128548156666509,
|
| 310 |
+
"Total": 0.13664917678565103
|
| 311 |
+
},
|
| 312 |
+
"macro_km": 0.40629347762846635,
|
| 313 |
+
"macro_pixels": 0.40623186301123554
|
| 314 |
+
},
|
| 315 |
+
"Recall": {
|
| 316 |
+
"class_level_km": {
|
| 317 |
+
"Partial": 0.14522974808043654,
|
| 318 |
+
"Road Line": 0.5464843112647829,
|
| 319 |
+
"Total": 0.04891772616114362
|
| 320 |
+
},
|
| 321 |
+
"class_level_pixels": {
|
| 322 |
+
"Partial": 0.14498521285502258,
|
| 323 |
+
"Road Line": 0.5473501227929368,
|
| 324 |
+
"Total": 0.048755756356087525
|
| 325 |
+
},
|
| 326 |
+
"macro_km": 0.24687726183545436,
|
| 327 |
+
"macro_pixels": 0.24703036400134895
|
| 328 |
+
},
|
| 329 |
+
"IoU": {
|
| 330 |
+
"class_level_km": {
|
| 331 |
+
"Partial": 0.14878234931340747,
|
| 332 |
+
"Road Line": 0.3132338917862259,
|
| 333 |
+
"Total": 0.11461986361820636
|
| 334 |
+
},
|
| 335 |
+
"class_level_pixels": {
|
| 336 |
+
"Partial": 0.1486894430153356,
|
| 337 |
+
"Road Line": 0.3135616601065936,
|
| 338 |
+
"Total": 0.11434950689186602
|
| 339 |
+
},
|
| 340 |
+
"macro_km": 0.19221203490594654,
|
| 341 |
+
"macro_pixels": 0.19220020333793175
|
| 342 |
+
},
|
| 343 |
+
"Confusion_Matrix_pixels": {
|
| 344 |
+
"matrix": [
|
| 345 |
+
[
|
| 346 |
+
1315485.2057644883,
|
| 347 |
+
341978.1280340871,
|
| 348 |
+
730100.2253848717
|
| 349 |
+
],
|
| 350 |
+
[
|
| 351 |
+
5673689.464542027,
|
| 352 |
+
4134545.132120033,
|
| 353 |
+
2982811.6371408696
|
| 354 |
+
],
|
| 355 |
+
[
|
| 356 |
+
785946.7443764979,
|
| 357 |
+
52723.95546209576,
|
| 358 |
+
587671.1249348681
|
| 359 |
+
]
|
| 360 |
+
],
|
| 361 |
+
"class_labels": [
|
| 362 |
+
"Partial",
|
| 363 |
+
"Road Line",
|
| 364 |
+
"Total"
|
| 365 |
+
]
|
| 366 |
+
},
|
| 367 |
+
"Confusion_Matrix_km": {
|
| 368 |
+
"matrix": [
|
| 369 |
+
[
|
| 370 |
+
0.2572414831470212,
|
| 371 |
+
0.06695348769171505,
|
| 372 |
+
0.14257874242824212
|
| 373 |
+
],
|
| 374 |
+
[
|
| 375 |
+
1.1080777379459343,
|
| 376 |
+
0.8062412484101839,
|
| 377 |
+
0.5823171452897645
|
| 378 |
+
],
|
| 379 |
+
[
|
| 380 |
+
0.15412704881834083,
|
| 381 |
+
0.010337626569823847,
|
| 382 |
+
0.11513516314836625
|
| 383 |
+
]
|
| 384 |
+
],
|
| 385 |
+
"class_labels": [
|
| 386 |
+
"Partial",
|
| 387 |
+
"Road Line",
|
| 388 |
+
"Total"
|
| 389 |
+
]
|
| 390 |
+
}
|
| 391 |
+
}
|
| 392 |
+
},
|
| 393 |
+
"Mayfield Tornado": {
|
| 394 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 395 |
+
"samples": {
|
| 396 |
+
"total": 0.7815637246100545,
|
| 397 |
+
"class_level_km": {
|
| 398 |
+
"Partial": 0.058232275604850225,
|
| 399 |
+
"Road Line": 6.537725424356802,
|
| 400 |
+
"Total": 0.04624351689965326
|
| 401 |
+
},
|
| 402 |
+
"total_predicted_segments": 528081
|
| 403 |
+
},
|
| 404 |
+
"metrics": {
|
| 405 |
+
"F1": {
|
| 406 |
+
"class_level_km": {
|
| 407 |
+
"Partial": 0.02526437204885928,
|
| 408 |
+
"Road Line": 0.5669202774034804,
|
| 409 |
+
"Total": 0.026772009501213615
|
| 410 |
+
},
|
| 411 |
+
"class_level_pixels": {
|
| 412 |
+
"Partial": 0.025363839458739414,
|
| 413 |
+
"Road Line": 0.57059742355214,
|
| 414 |
+
"Total": 0.026385117500291422
|
| 415 |
+
},
|
| 416 |
+
"macro_km": 0.20631888631785109,
|
| 417 |
+
"macro_pixels": 0.2074487935037236
|
| 418 |
+
},
|
| 419 |
+
"Accuracy": {
|
| 420 |
+
"class_level_km": {
|
| 421 |
+
"Partial": 0.5708338702060733,
|
| 422 |
+
"Road Line": 0.40435597565885084,
|
| 423 |
+
"Total": 0.820593059163139
|
| 424 |
+
},
|
| 425 |
+
"class_level_pixels": {
|
| 426 |
+
"Partial": 0.5759102228658819,
|
| 427 |
+
"Road Line": 0.40784462701416646,
|
| 428 |
+
"Total": 0.8190514555227449
|
| 429 |
+
}
|
| 430 |
+
},
|
| 431 |
+
"Precision": {
|
| 432 |
+
"class_level_km": {
|
| 433 |
+
"Partial": 0.0128888273205417,
|
| 434 |
+
"Road Line": 0.9968418554467983,
|
| 435 |
+
"Total": 0.013911398584830405
|
| 436 |
+
},
|
| 437 |
+
"class_level_pixels": {
|
| 438 |
+
"Partial": 0.01294017145041054,
|
| 439 |
+
"Road Line": 0.9969205643511619,
|
| 440 |
+
"Total": 0.013704519589659231
|
| 441 |
+
},
|
| 442 |
+
"macro_km": 0.3412140271173902,
|
| 443 |
+
"macro_pixels": 0.3411884184637439
|
| 444 |
+
},
|
| 445 |
+
"Recall": {
|
| 446 |
+
"class_level_km": {
|
| 447 |
+
"Partial": 0.009743329234637643,
|
| 448 |
+
"Road Line": 0.9641554688015185,
|
| 449 |
+
"Total": 0.0030070994102644687
|
| 450 |
+
},
|
| 451 |
+
"class_level_pixels": {
|
| 452 |
+
"Partial": 0.009581764568198658,
|
| 453 |
+
"Road Line": 0.9646640494159785,
|
| 454 |
+
"Total": 0.0029935446532804956
|
| 455 |
+
},
|
| 456 |
+
"macro_km": 0.32563529914880684,
|
| 457 |
+
"macro_pixels": 0.32574645287915255
|
| 458 |
+
},
|
| 459 |
+
"IoU": {
|
| 460 |
+
"class_level_km": {
|
| 461 |
+
"Partial": 0.012793799681971595,
|
| 462 |
+
"Road Line": 0.3955957707477072,
|
| 463 |
+
"Total": 0.013567620989628404
|
| 464 |
+
},
|
| 465 |
+
"class_level_pixels": {
|
| 466 |
+
"Partial": 0.012844816663231276,
|
| 467 |
+
"Road Line": 0.39918594869900437,
|
| 468 |
+
"Total": 0.013368929133161478
|
| 469 |
+
},
|
| 470 |
+
"macro_km": 0.14065239713976904,
|
| 471 |
+
"macro_pixels": 0.14179989816513236
|
| 472 |
+
},
|
| 473 |
+
"Confusion_Matrix_pixels": {
|
| 474 |
+
"matrix": [
|
| 475 |
+
[
|
| 476 |
+
123183.1428290518,
|
| 477 |
+
23615.840651301958,
|
| 478 |
+
47052.654124875036
|
| 479 |
+
],
|
| 480 |
+
[
|
| 481 |
+
9299513.683569139,
|
| 482 |
+
8782574.367351416,
|
| 483 |
+
3891994.2396287075
|
| 484 |
+
],
|
| 485 |
+
[
|
| 486 |
+
96739.85967011303,
|
| 487 |
+
3513.073690028219,
|
| 488 |
+
54732.832495159775
|
| 489 |
+
]
|
| 490 |
+
],
|
| 491 |
+
"class_labels": [
|
| 492 |
+
"Partial",
|
| 493 |
+
"Road Line",
|
| 494 |
+
"Total"
|
| 495 |
+
]
|
| 496 |
+
},
|
| 497 |
+
"Confusion_Matrix_km": {
|
| 498 |
+
"matrix": [
|
| 499 |
+
[
|
| 500 |
+
0.03694274308615415,
|
| 501 |
+
0.007124409125071885,
|
| 502 |
+
0.014165123393624189
|
| 503 |
+
],
|
| 504 |
+
[
|
| 505 |
+
2.8005447169288584,
|
| 506 |
+
2.5895420186833396,
|
| 507 |
+
1.1476386887446046
|
| 508 |
+
],
|
| 509 |
+
[
|
| 510 |
+
0.028773540105322876,
|
| 511 |
+
0.0010796484964114821,
|
| 512 |
+
0.0163903282979189
|
| 513 |
+
]
|
| 514 |
+
],
|
| 515 |
+
"class_labels": [
|
| 516 |
+
"Partial",
|
| 517 |
+
"Road Line",
|
| 518 |
+
"Total"
|
| 519 |
+
]
|
| 520 |
+
}
|
| 521 |
+
}
|
| 522 |
+
},
|
| 523 |
+
"Hurricane Idalia": {
|
| 524 |
+
"model_name": "RDA_Deeplabv3plus_ResNet101_Focal_simple",
|
| 525 |
+
"samples": {
|
| 526 |
+
"total": 0.3124207908628798,
|
| 527 |
+
"class_level_km": {
|
| 528 |
+
"Partial": 0.023745507265579467,
|
| 529 |
+
"Road Line": 2.162024533250676,
|
| 530 |
+
"Total": 0.16564086673711742
|
| 531 |
+
},
|
| 532 |
+
"total_predicted_segments": 50187
|
| 533 |
+
},
|
| 534 |
+
"metrics": {
|
| 535 |
+
"F1": {
|
| 536 |
+
"class_level_km": {
|
| 537 |
+
"Partial": 0.023361132874032447,
|
| 538 |
+
"Road Line": 0.04678793608576355,
|
| 539 |
+
"Total": 0.230188005964841
|
| 540 |
+
},
|
| 541 |
+
"class_level_pixels": {
|
| 542 |
+
"Partial": 0.0233611328740342,
|
| 543 |
+
"Road Line": 0.04678793608576586,
|
| 544 |
+
"Total": 0.23018800596484024
|
| 545 |
+
},
|
| 546 |
+
"macro_km": 0.10011235830821234,
|
| 547 |
+
"macro_pixels": 0.10011235830821343
|
| 548 |
+
},
|
| 549 |
+
"Accuracy": {
|
| 550 |
+
"class_level_km": {
|
| 551 |
+
"Partial": 0.33329962821512676,
|
| 552 |
+
"Road Line": 0.10236802485996542,
|
| 553 |
+
"Total": 0.7108121092634835
|
| 554 |
+
},
|
| 555 |
+
"class_level_pixels": {
|
| 556 |
+
"Partial": 0.33329962821514747,
|
| 557 |
+
"Road Line": 0.10236802485997079,
|
| 558 |
+
"Total": 0.7108121092634653
|
| 559 |
+
}
|
| 560 |
+
},
|
| 561 |
+
"Precision": {
|
| 562 |
+
"class_level_km": {
|
| 563 |
+
"Partial": 0.011855951516722326,
|
| 564 |
+
"Road Line": 0.990848304648117,
|
| 565 |
+
"Total": 0.14165733892951418
|
| 566 |
+
},
|
| 567 |
+
"class_level_pixels": {
|
| 568 |
+
"Partial": 0.01185595151672323,
|
| 569 |
+
"Road Line": 0.9908483046481169,
|
| 570 |
+
"Total": 0.1416573389295135
|
| 571 |
+
},
|
| 572 |
+
"macro_km": 0.3814538650314512,
|
| 573 |
+
"macro_pixels": 0.3814538650314512
|
| 574 |
+
},
|
| 575 |
+
"Recall": {
|
| 576 |
+
"class_level_km": {
|
| 577 |
+
"Partial": 0.023923557901146652,
|
| 578 |
+
"Road Line": 0.21520301560982957,
|
| 579 |
+
"Total": 0.06082656724597142
|
| 580 |
+
},
|
| 581 |
+
"class_level_pixels": {
|
| 582 |
+
"Partial": 0.023923557901146263,
|
| 583 |
+
"Road Line": 0.21520301560982813,
|
| 584 |
+
"Total": 0.06082656724597653
|
| 585 |
+
},
|
| 586 |
+
"macro_km": 0.09998438025231587,
|
| 587 |
+
"macro_pixels": 0.09998438025231697
|
| 588 |
+
},
|
| 589 |
+
"IoU": {
|
| 590 |
+
"class_level_km": {
|
| 591 |
+
"Partial": 0.011818614549454614,
|
| 592 |
+
"Road Line": 0.023954355469216454,
|
| 593 |
+
"Total": 0.1300635359804597
|
| 594 |
+
},
|
| 595 |
+
"class_level_pixels": {
|
| 596 |
+
"Partial": 0.01181861454945551,
|
| 597 |
+
"Road Line": 0.023954355469217665,
|
| 598 |
+
"Total": 0.1300635359804592
|
| 599 |
+
},
|
| 600 |
+
"macro_km": 0.055278835333043584,
|
| 601 |
+
"macro_pixels": 0.05527883533304412
|
| 602 |
+
},
|
| 603 |
+
"Confusion_Matrix_pixels": {
|
| 604 |
+
"matrix": [
|
| 605 |
+
[
|
| 606 |
+
14763.366623170044,
|
| 607 |
+
53.611415424853746,
|
| 608 |
+
3880.2717768219927
|
| 609 |
+
],
|
| 610 |
+
[
|
| 611 |
+
1180414.3344919807,
|
| 612 |
+
40788.476486953194,
|
| 613 |
+
481178.7112656054
|
| 614 |
+
],
|
| 615 |
+
[
|
| 616 |
+
50050.621752550425,
|
| 617 |
+
323.12002663842645,
|
| 618 |
+
80052.13754137717
|
| 619 |
+
]
|
| 620 |
+
],
|
| 621 |
+
"class_labels": [
|
| 622 |
+
"Partial",
|
| 623 |
+
"Road Line",
|
| 624 |
+
"Total"
|
| 625 |
+
]
|
| 626 |
+
},
|
| 627 |
+
"Confusion_Matrix_km": {
|
| 628 |
+
"matrix": [
|
| 629 |
+
[
|
| 630 |
+
0.01874947561142597,
|
| 631 |
+
6.808649758956426e-05,
|
| 632 |
+
0.004927945156563932
|
| 633 |
+
],
|
| 634 |
+
[
|
| 635 |
+
1.4991262048049372,
|
| 636 |
+
0.051801365138430595,
|
| 637 |
+
0.6110969633073081
|
| 638 |
+
],
|
| 639 |
+
[
|
| 640 |
+
0.06356428962573882,
|
| 641 |
+
0.0004103624338308017,
|
| 642 |
+
0.10166621467754781
|
| 643 |
+
]
|
| 644 |
+
],
|
| 645 |
+
"class_labels": [
|
| 646 |
+
"Partial",
|
| 647 |
+
"Road Line",
|
| 648 |
+
"Total"
|
| 649 |
+
]
|
| 650 |
+
}
|
| 651 |
+
}
|
| 652 |
+
}
|
| 653 |
+
}
|
| 654 |
+
}
|