Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Road pavement damage intelligent detection system, detection method thereof and storage medium
The invention discloses a road surface damage intelligent detection system and method and a storage medium, and the method comprises the following steps: S01, obtaining sound information and picture information generated when different tires are in contact with the ground during driving, then marking the sound information and the picture information, and generating a training data set; s02, the training data set is imported into a neural network to be trained until the model converges, and a detection neural network is obtained; s03, acquiring a road surface image, sound information generated when the tire is in contact with the ground during running and position information corresponding to the road surface in real time, and generating monitoring information; s04, acquiring monitoring information, importing the monitoring information into the detection neural network for detection, and outputting a detection result by the detection neural network; s05, obtaining a detection result, and outputting monitoring information according to a preset condition; the scheme of the invention is reliable in implementation, quick in response and good in detection result reference.
本发明公开了道路路面损伤智能检测系统及其检测方法和存储介质，方法包括如下步骤：S01、获取不同轮胎行驶时与地面接触发生的声音信息和图片信息，然后对其进行标记，生成训练数据集；S02、将训练数据集导入到神经网络中训练至模型收敛，获得检测神经网络；S03、实时获取路面图像及轮胎行驶时与地面接触发生的声音信息和路面对应的位置信息，生成监测信息；S04、获取监测信息，将监测信息导入到检测神经网络中检测，由检测神经网络输出检测结果；S05、获取检测结果，按预设条件输出监测信息；本发明方案实施可靠、响应迅速且检测结果参考性佳。
Road pavement damage intelligent detection system, detection method thereof and storage medium
The invention discloses a road surface damage intelligent detection system and method and a storage medium, and the method comprises the following steps: S01, obtaining sound information and picture information generated when different tires are in contact with the ground during driving, then marking the sound information and the picture information, and generating a training data set; s02, the training data set is imported into a neural network to be trained until the model converges, and a detection neural network is obtained; s03, acquiring a road surface image, sound information generated when the tire is in contact with the ground during running and position information corresponding to the road surface in real time, and generating monitoring information; s04, acquiring monitoring information, importing the monitoring information into the detection neural network for detection, and outputting a detection result by the detection neural network; s05, obtaining a detection result, and outputting monitoring information according to a preset condition; the scheme of the invention is reliable in implementation, quick in response and good in detection result reference.
本发明公开了道路路面损伤智能检测系统及其检测方法和存储介质，方法包括如下步骤：S01、获取不同轮胎行驶时与地面接触发生的声音信息和图片信息，然后对其进行标记，生成训练数据集；S02、将训练数据集导入到神经网络中训练至模型收敛，获得检测神经网络；S03、实时获取路面图像及轮胎行驶时与地面接触发生的声音信息和路面对应的位置信息，生成监测信息；S04、获取监测信息，将监测信息导入到检测神经网络中检测，由检测神经网络输出检测结果；S05、获取检测结果，按预设条件输出监测信息；本发明方案实施可靠、响应迅速且检测结果参考性佳。
Road pavement damage intelligent detection system, detection method thereof and storage medium
道路路面损伤智能检测系统及其检测方法和存储介质
LI HUIXIA (Autor:in) / WANG JIAN (Autor:in) / ZHUANG JINPING (Autor:in) / WANG ZHANLIANG (Autor:in) / DONG QIMING (Autor:in) / ZHAN FANGLONG (Autor:in)
04.04.2023
Patent
Elektronische Ressource
Chinesisch
IPC:
G06T
Bilddatenverarbeitung oder Bilddatenerzeugung allgemein
,
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
/
E01C
Bau von Straßen, Sportplätzen oder dgl., Decken dafür
,
CONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE
/
G01N
Untersuchen oder Analysieren von Stoffen durch Bestimmen ihrer chemischen oder physikalischen Eigenschaften
,
INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
Road engineering pavement damage detection device and use method thereof
| Europäisches Patentamt | 2023
Road surface damage detection device, road surface damage detection method, and storage medium
| Europäisches Patentamt | 2023
Road guardrail intelligent detection system and detection method thereof
| Europäisches Patentamt | 2023
Pavement damage detection and automatic repair device for road maintenance
| Europäisches Patentamt | 2022
Pavement damage detection and automatic repair device for road maintenance
| Europäisches Patentamt | 2021