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More training data leads to higher car accuracy
Lukas Biewald
Created on October 15
|
Last edited on October 15
Comment
Section 1
Parameter importance with respect to
acc
Parameters
1-10
of 13
Config parameter
Importance
Correlation
num_train
num_train
num_valid
num_valid
weight_decay
weight_decay
batch_size
batch_size
training_stages
training_stages
encoder.value_resnet18
encoder.value_resnet18
encoder.value_resnet34
encoder.value_resnet34
learning_rate
learning_rate
epochs
epochs
bn_weight_decay
bn_weight_decay
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iou
iou
0
10
20
30
Step
0.65
0.7
0.75
0.8
human_acc, iou, car_acc
human_acc, iou, car_acc
10
20
30
40
Time (minutes)
0
0.2
0.4
0.6
0.8
road_acc, car_acc
road_acc, car_acc
0
10
20
30
Step
0.8
0.85
0.9
0.95
Run set
7
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