Intelligent driving data closed-loop method and system
A smart driving and data technology, applied in transmission systems, radio wave measurement systems, special data processing applications, etc., can solve the problem of high initial construction and operation and maintenance investment costs, affecting algorithm training and testing efficiency, and software that does not support cloud platform deployment and other problems, to achieve the effect of low initial construction and operation and maintenance investment costs
Active Publication Date: 2021-08-24
VOYAH AUTOMOBILE TECH CO LTD
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[0006] The embodiment of the present invention provides a method and system for closed-loop intelligent driving data to solve the problem of setting up cloud training, cloud testing and other environments in the cloud in related technologies. The initial construction and operation and maintenance investment costs are relatively high, and at the same time, some software does not support the cloud platform. Deployment, resulting in some work needing to be transferred offline, affecting the efficiency of algorithm training and testing
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[0026] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0027] The embodiment of the present invention provides a method and system for closed-loop intelligent driving data, which can solve the problem of building cloud training, cloud testing and other environments in the cloud in related technologies, and the initial construction and operation and maintenance investment costs are relatively high....
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The invention relates to an intelligent driving data closed-loop method and system. The method comprises the following steps: extracting target data from a preset scene and uploading the target data to a cloud data platform; periodically accessing the cloud data platform, downloading the newly added target data in the cloud data platform to a local server, and labeling the target data or processing the target data in the local server to form a simulation test scene; and performing algorithm training on the local server by using the labeled target data, or performing an automatic simulation test on the local server by using the simulation test scene. The invention relates to the intelligent driving data closed-loop method and system, which can use software on the local server to carry out labeling and algorithm training on target data and carry out processing and simulation testing on the target data, are low in initial construction and operation and maintenance investment cost, and do not have the phenomenon that software is incompatible with a cloud platform.
Description
technical field [0001] The present invention relates to the technical field of intelligent driving, in particular to a method and system for closed-loop intelligent driving data. Background technique [0002] At present, intelligence is an important trend in the development of the automobile industry. Intelligent driving vehicles are vehicles with autonomous driving capabilities. , automatic obstacle avoidance and other human-like behavior capabilities. During the operation of the vehicle, the intelligent driving algorithm can be upgraded and iterated by collecting the vehicle-side data and then using it for testing and training. [0003] In related technologies, at present, many companies are mainly promoting algorithm training and upgrading iterations through cloud data closed-loop solutions, which mainly collect data to the cloud and deploy corresponding perception training algorithm software and simulation test software to Cloud, so as to realize algorithm training and...
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IPC IPC(8): G06F30/15G06F30/27G01C21/34G01S19/42H04L29/08
CPCG06F30/15G06F30/27G01C21/3446G01C21/3407G01C21/3492G01S19/42H04L67/025H04L67/06H04L67/12H04L67/52
Inventor 黄值仪刘会凯沈忱付斌
Owner VOYAH AUTOMOBILE TECH CO LTD