Semantic-ITC
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Semantic
-
ITC
: A Frame-wise Indoor Mobile Laser Scanning Dataset and Benchmark for Semantic Segmentation
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Dataset
Video
Benchmark
Semantic segmentation results
Training and evaluation commands →
Method
mIoU
mAcc
OA
WaffleIron
79.27
87.38
92.99
PTv3
78.19
88.10
93.26
HARP-NeXt
75.20
84.71
92.65
SalsaNext
69.80
86.88
89.64
Cylinder3D
69.29
77.81
91.97
Test-set results in percent.
Dataset at a Glance
Total Frames:
79K
|
Sequences:
52
|
Semantic Classes:
16
|
Total Points:
1.23B
Semantic Classes
Semantic Point Cloud Examples Across Scenes
Study Area
Corridor Area
Classroom
Meeting Room
Office
Study Area
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