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Benchmarks
Semantic Line Detection on SEL (Timing/Latency)
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0.014
Network Forward Time (s)
HED + HT
-0.01852
0.20099
0.4205
0.64001
Mar 10, 2020
Network Forward Time (s)
NMS Time (s)
Edge Processing Time (s)
Total Inference Time (s)
Frames Per Second
Updated 1mo ago
Evaluation Results
Method
Method
Links
Network Forward Time (s)
NMS Time (s)
Edge Processing Time (s)
Total Inference Time (s)
Frames Per Second
HED + HT
2020.03
0.014
0.117
0.024
0.155
-
Deep Hough Transform
Backbone=ResNet50, ER=...
2020.03
0.017
0.003
0
0.02
49
Deep Hough Transform
Backbone=VGG16, ER=false
2020.03
0.03
0.003
0
0.033
-
SLNet
Iterations=1
2020.03
0.354
0.079
0.014
0.447
-
SLNet
Iterations=3
2020.03
0.437
0.071
0.014
0.522
-
SLNet
Iterations=10
2020.03
0.827
0.068
0.014
0.909
-
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