Intelligent article searching method for visually impaired people
A technology of intelligent search and people, which is applied in the field of daily search for items by the visually impaired. It can solve the problems of long and small target detection needs of the required items, tools that cannot fully meet the basic needs of the visually impaired, and lack of surrounding items, etc., to achieve improved detection. The effect of recognition accuracy, solving the problem of gradient disappearance and overfitting, and enriching semantic feature information
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[0032] In this embodiment, an object intelligent search method for visually impaired persons. Such as figure 1 Shown is the process of searching for the items needed by the visually impaired. Input the voice of the visually impaired into the speech recognition model to obtain the text information of the items required by the visually impaired, convert the text image into the target image, and then use the target detection to determine the viewing angle. After the target object is detected, the information such as the target location category is converted from text to voice to inform the visually impaired to help the visually impaired obtain the surrounding target objects. Specific steps are as follows:
[0033] Step 1. Obtain the voice information of the visually impaired and map the voice and text through the voice recognition model of deep learning to obtain the matching keywords; then perform the relationship mapping between the text and the image on the keywords to obtain...
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