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In the implementation of high-level autonomous driving, massive volumes of high-quality data serve as the core driver. It not only forms the foundation for training both traditional perception-decision models and the currently popular end-to-end models, but also acts as a key input for testing and validating autonomous driving functions, as well as evaluating the pros and cons of different solutions. However, the process of data acquisition and processing is lengthy and costly, requiring robust toolchains and full-process management to ensure data quality.

VCARSYSTEM's Solution

Autonomous Driving Full-Process Data Processing & Application Solution constructs a comprehensive data processing toolchain via eight core tools, encompassing key tasks ranging from data management and calibration to simulation conversion, thus enabling end-to-end processing of collected data. This solution facilitates the rapid establishment of data generation capabilities, offers a fully-featured data application platform, and provides stable and efficient data support throughout the R&D, testing, and evaluation phases of autonomous driving.

WORKFLOW

ADVANTAGES

Rapid Development of Data Generation Capabilities

Scenario Library Data Management Platform, combined with supporting toolchains and auxiliary engineering services, helps customers quickly acquire data generation capabilities.

Comprehensive Functionality of Data Mining Platform

With years of experience in the field of ground truth data collection,VCARSYSTEM has built a data mining platform with rich and complete functions, laying a solid foundation for data processing.

Full-Phase Data Support Coverage

The solution provides data support for customers throughout the R&D, testing, and evaluation phases of autonomous driving, meeting the core data needs of different R&D links.

FUNCTIONS

Comprehensive data management

Enables centralized management of collected data, while supporting data flow tracking, statistical analysis, and labeling processing, covering all basic data management needs.

Accurate data processing

Provides precise vehicle calibration data, converts raw data into model training data, and pre-labels training data to ensure data quality meets application standards.

Professional performance evaluation

Conducts professional assessments of intelligent sensor perception performance and vehicle L2 function performance, realizing effective verification of core autonomous driving capabilities.

Enhanced scenario application

Extracts scenarios from data to supplement statistical analysis, and converts extracted scenarios into OpenX files to provide data support for simulation testing, expanding the practical application of scenario data.

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To address the growing complexity of R&D requirements, we will tailor solutions to your specifications and offer expert consulting and engineering services.

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