Lane Geometry Anchor Localization Dataset

#Geometry anchor matching #Lane map localization #Structured JSON generation #Localization quality evaluation #Automated driving localization #Lane-level map matching #HD map validation #Road geometry analysis
Records
4570
Size
0.5GB
Format
JSON
Provider
MOBIUSI INCMOBIUSI INC
Updated
v1.02026-11-04
AI Analysis & Value Prop

This dataset presents structured JSON samples of lane geometry observations, including lane centerlines, boundary lines, curvature change points, and connection endpoints, alongside their lane-level map-matching results. Its scope covers coordinate reference systems, anchor types and positions, matched map elements and match quality, as well as summaries of overall localization quality and geometric consistency. It supports automated driving localization, lane-level map matching, structured-output model training, and localization quality evaluation.

Overview

Dataset Insights

Preview

Sample Examples

sample.json
{}

Schema

Technical Specifications

file_namestringFile name
anchor_match_resultsarrayMap-matching results for observed geometry anchors, including matched element types, spatial positions, and match quality.
geometry_observationobjectRaw observations from lane geometry JSON samples, including the coordinate reference system and various geometry anchors.
localization_summaryobjectA summary of localization quality and geometric consistency across all geometry anchor map-matching results.

Trust

Compliance Statement

Authorization Type

Proprietary - Commercial AI Training License (No Redistribution)

Commercial Use

Requires exclusive subscription or authorization contract (monthly or per-invocation charging)

Privacy and Anonymization

No PII, no real company names, simulated scenarios follow industry standards

Compliance System

Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

FAQ

Frequently Asked Questions

What does the dataset contain?
Samples include lane geometry observations, anchor-to-map matching results, and overall localization summaries. They cover coordinate reference systems, geometry anchors, map element positions, match quality, and geometric consistency.
Which tasks can this dataset support?
It can support matching geometry anchors to lane-level map elements, generating spatial localization results, training structured JSON output, and evaluating localization quality and geometric consistency.
What is the data format and quality scope?
The data is organized as structured JSON, with observations, match results, and summary information separated for convenient parsing and supervised task construction. Confirm dataset scale, annotation conventions, and quality metrics in the documentation for the specific version.
How can I obtain the data, and what are the licensing terms?
Access options, available versions, and permitted uses are governed by the dataset product page or accompanying license. Review the applicable terms before commercial deployment, redistribution, or publication of derivative data.

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Cite this Work

@dataset{Mobiusi2026,
  title={Lane Geometry Anchor Localization Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/992887b16a8882d074e324a7dc926a93?dataset_scene_cate_type=6},
  urldate={2026-10-27},
  keywords={lane geometry anchor dataset,lane-level map localization,automated driving localization,lane map matching,road geometry observations,structured JSON data,anchor matching results,localization quality evaluation},
  version={1.0}
}

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