Search

CN-122024378-A - Helmet management method and device for electric bicycle

CN122024378ACN 122024378 ACN122024378 ACN 122024378ACN-122024378-A

Abstract

The invention provides a helmet management method and device for an electric bicycle, wherein the method comprises the steps of carrying out image recognition on a helmet image under the condition that the electric bicycle is unlocked to obtain a dirt recognition result on the helmet, generating and displaying helmet prompt information under the condition that the dirt recognition result is foreign matters, carrying out image recognition on a scene image of a helmet storage frame during returning of the electric bicycle to obtain a foreign matter recognition result, and generating and displaying foreign matter cleaning prompt information under the condition that the foreign matter recognition result is the foreign matters. According to the method provided by the invention, the computer vision recognition technology is introduced into the unlocking and returning two key nodes, so that the intelligent closed-loop management of the whole life cycle of the helmet is realized, the cleaning state of the helmet and the basket can be automatically maintained without relying on high-frequency manual inspection, the operation and maintenance cost is obviously reduced, and the service quality and the operation efficiency of the shared travel are improved.

Inventors

  • HU XIONG
  • QIAN JIANAN
  • ZHANG YING

Assignees

  • 浙江小安优行科技有限公司

Dates

Publication Date
20260512
Application Date
20251231

Claims (10)

  1. 1. A method of helmet management for an electric bicycle, comprising: under the condition that an electric bicycle is unlocked, a helmet image is obtained, and image recognition is carried out on the helmet image, so that a dirt recognition result on the helmet is obtained; generating and displaying helmet prompt information under the condition that the dirt identification result is that foreign matters exist; in the returning process of the electric bicycle, acquiring a scene image of a helmet storage frame, and carrying out image recognition on the scene image to obtain a foreign matter recognition result of the helmet storage frame; and generating and displaying foreign matter cleaning prompt information under the condition that the foreign matter identification result is that the foreign matter exists.
  2. 2. The method for managing helmets of electric bicycles according to claim 1, wherein said obtaining the result of the recognition of the dirt on the helmets further comprises: updating the current wearable times of the helmet when the dirt identification result is that no foreign matter exists, wherein the current wearable times are calculated based on the total wearable times and the accumulated wearable times in a preset time period; And generating an operation and maintenance work order of the helmet under the condition that the current wearable times are smaller than a preset time threshold.
  3. 3. The method for helmet management of electric bicycles according to claim 2, characterized in that the step of determining the total number of wear in the preset time period comprises: acquiring environmental factors in the preset time period, wherein the environmental factors comprise at least one of weather, temperature and humidity; and calculating the total wearing times in the preset time period based on the environmental factors.
  4. 4. A method of managing helmets for electric bicycles according to any one of claims 1 to 3, wherein said image recognition of said helmet image to obtain a result of recognition of dirt on the helmet comprises: Extracting image features of the helmet image, wherein the image features comprise texture features, color features and structural features; and carrying out image recognition based on the image features to obtain the dirt recognition result.
  5. 5. A method of managing helmets for electric bicycles according to any one of claims 1 to 3, wherein, in the case where the foreign matter identification result is that there is a foreign matter, a foreign matter cleaning prompt message is generated and displayed, and then comprising: Updating the riding score of the user under the condition that the foreign matter still exists in the helmet storage frame is detected; And limiting the riding authority of the user under the condition that the riding score is lower than a preset score threshold value.
  6. 6. A method of managing helmets for electric bicycles according to any one of claims 1 to 3, characterized in that said generating and displaying helmet cue information in the case where the result of the dirt recognition is the presence of a foreign matter, further comprises: performing image processing on the helmet image to obtain a blurred image; uploading the blurred image to a central platform to generate an operation and maintenance work order of the helmet.
  7. 7. A helmet management apparatus for an electric bicycle, comprising: The device comprises a dirt identification unit, a detection unit and a control unit, wherein the dirt identification unit is used for acquiring a helmet image under the condition that an electric bicycle is unlocked, and carrying out image identification on the helmet image to obtain a dirt identification result on the helmet; The first prompting unit is used for generating and displaying helmet prompting information under the condition that the dirt recognition result is that foreign matters exist; the foreign matter identification unit is used for acquiring a scene image of the helmet storage frame in the returning process of the electric bicycle, and carrying out image identification on the scene image to obtain a foreign matter identification result of the helmet storage frame; and the second prompting unit is used for generating and displaying foreign matter cleaning prompting information under the condition that the foreign matter identification result is that the foreign matter exists.
  8. 8. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method of helmet management of an electric bicycle according to any one of claims 1 to 6 when executing the computer program.
  9. 9. A non-transitory computer readable storage medium having stored thereon a computer program, which when executed by a processor, implements a method of helmet management of an electric bicycle according to any one of claims 1 to 6.
  10. 10. A computer program product comprising a computer program which, when executed by a processor, implements a method of helmet management of an electric bicycle according to any one of claims 1 to 6.

Description

Helmet management method and device for electric bicycle Technical Field The invention relates to the technical field of electric bicycles, in particular to a helmet management method and device of an electric bicycle. Background With the popularity of shared electric vehicles, helmets have become an indispensable equipment before riding as a mandatory safety configuration. However, in actual operation, the helmet often has serious dirt, and the inside remains rubbish or other people's article and is put into the basket and lead to unable scheduling problem of wearing, seriously influences user experience, has health risk and potential safety hazard. The traditional method mainly depends on an operation and maintenance inspection method to inspect the service condition of the helmet of the shared electric vehicle. However, the conventional operation and maintenance inspection-dependent mode is difficult to find problems in time, and a large amount of invisible risks exist between the real situation of the helmet and the taking of the helmet by a user. Disclosure of Invention The invention provides a helmet management method and device for an electric bicycle, which are used for solving the defect that the real state of the helmet is difficult to discover in time in the traditional operation and maintenance-dependent inspection mode in the prior art. The invention provides a helmet management method of an electric bicycle, which comprises the following steps: under the condition that an electric bicycle is unlocked, a helmet image is obtained, and image recognition is carried out on the helmet image, so that a dirt recognition result on the helmet is obtained; generating and displaying helmet prompt information under the condition that the dirt identification result is that foreign matters exist; in the returning process of the electric bicycle, acquiring a scene image of a helmet storage frame, and carrying out image recognition on the scene image to obtain a foreign matter recognition result of the helmet storage frame; and generating and displaying foreign matter cleaning prompt information under the condition that the foreign matter identification result is that the foreign matter exists. According to the helmet management method of the electric bicycle provided by the invention, the dirty recognition result on the helmet is obtained, and then the method further comprises the following steps: updating the current wearable times of the helmet when the dirt identification result is that no foreign matter exists, wherein the current wearable times are calculated based on the total wearable times and the accumulated wearable times in a preset time period; And generating an operation and maintenance work order of the helmet under the condition that the current wearable times are smaller than a preset time threshold. According to the helmet management method of the electric bicycle provided by the invention, the determining step of the total wearing times in the preset time period comprises the following steps: acquiring environmental factors in the preset time period, wherein the environmental factors comprise at least one of weather, temperature and humidity; and calculating the total wearing times in the preset time period based on the environmental factors. According to the helmet management method of the electric bicycle provided by the invention, the image recognition is carried out on the helmet image to obtain the dirt recognition result on the helmet, and the method comprises the following steps: Extracting image features of the helmet image, wherein the image features comprise texture features, color features and structural features; and carrying out image recognition based on the image features to obtain the dirt recognition result. According to the helmet management method of the electric bicycle provided by the invention, when the foreign matter identification result is that the foreign matter exists, the foreign matter cleaning prompt information is generated and displayed, and then the method comprises the following steps: Updating the riding score of the user under the condition that the foreign matter still exists in the helmet storage frame is detected; And limiting the riding authority of the user under the condition that the riding score is lower than a preset score threshold value. According to the helmet management method of the electric bicycle provided by the invention, when the dirt recognition result is that the foreign matter exists, helmet prompt information is generated and displayed, and then the helmet management method further comprises the following steps: performing image processing on the helmet image to obtain a blurred image; uploading the blurred image to a central platform to generate an operation and maintenance work order of the helmet. The invention also provides a helmet management device of the electric bicycle, comprising: The device comprises a dirt identification