DeepSData
Dataset guide · Machine learning & corpora

Point Cloud Curb Detection Dataset

This dataset contains labeled point cloud data captured by a car equipped with a mobile laser scanner, serving as a benchmark for large-scale point cloud curb detection, derived from the KITTI360 dataset.

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Machine learning & corporaFree to access

Key facts

InstitutionJan-Christoph Schmitz, Adrian Bauer, Anton Kummert
CoverageSee official page
Time span2021
Scale9 files
LicenseLicense statement is still being checked
AccessZenodo

Contents & fields

This dataset contains labeled point cloud data captured by a mobile laser scanner on a vehicle, used for curb detection. It is derived from the KITTI360 dataset and includes 9 files. No field-level description is publicly available on the source page.

Research uses

Suitable for research on curb detection in autonomous driving, 3D point cloud semantic segmentation, and large-scale point cloud processing.

Information comes from the source page. Please check that page for current details and terms.

Keywords

point cloudcurb detection3D deep learningKITTI360autonomous drivinglaser scanning

Access & license

License: License statement is still being checked | Free to access

Why this is hard to get on your own

When acquiring large-scale labeled point cloud curb data for training and evaluating 3D deep learning models, high annotation cost and scarcity of public benchmarks are common challenges.

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