Image recognition method, readable storage medium and electronic equipment
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An image recognition and image technology, applied in image enhancement, image analysis, image data processing and other directions, can solve the problems of delayed disease, delayed disease, infection and so on
Pending Publication Date: 2021-07-02
HANGZHOU RUISHENG SOFTWARE CO LTD
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For domestic pets, examination in the pet hospital is a common diagnosis and treatment method. It takes a lot of precious time to check and then make a diagnosis, and usually, most skin diseases worsen over time , if the preliminary diagnosis and treatment are not carried out in time before going to the hospital, it is easy to cause the delay of the disease and affect the later treatment and rehabilitation; for ordinary poultry, most of the current breeders will judge the type of skin disease based on experience and then Medication, in this way, may delay the disease due to inappropriate treatment, and if it is an infectious skin disease, it may also be transmitted to other animals
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Embodiment 1
[0050] Such as figure 1 As shown, the present embodiment provides an image recognition method, comprising the following steps:
[0051] S11, acquiring a lesion image of a lesion on the skin of the animal;
[0052] S12, input the lesion image into a preset first lesion classification model, acquire lesion type information of the lesion part, and generate a heat map of the lesion image based on the lesion type information, so as to determine the lesion part Specific lesion location information;
[0053] S13, outputting lesion prompt information according to the lesion type information and the lesion location information.
[0054]The image method provided in this embodiment directly obtains the lesion type information of the lesion site through the constructed lesion classification model, and generates a heat map of the lesion image based on the lesion type information to determine the specific lesion location information, and then can be based on the lesion type information. ...
Embodiment 2
[0085] This embodiment provides an image recognition method, and the image recognition method includes:
[0086] S21, acquiring a lesion image of a lesion on the skin of the animal;
[0087] S22. Input the lesion image into a preset lesion color classification model to acquire the color of the lesion; input the lesion image into a preset lesion texture classification model to acquire the texture and shape of the lesion;
[0088] S23. According to the obtained color, texture and shape of the lesion, obtain the lesion type information of the lesion, and generate a heat map of the lesion image based on the lesion type information, so as to determine the specific lesion of the lesion. lesion location information;
[0089] S24. Output lesion prompt information according to the lesion type information and the lesion location information.
[0090] The image recognition method provided in this embodiment obtains the lesion type information of the lesion part through the constructed ...
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Abstract
The invention provides an image recognition method, a readable storage medium and electronic equipment, and the method comprises the steps: directly obtaining the lesion type information of a lesion part through a constructed lesion classification model, generating a thermodynamic diagram of a lesion image based on the lesion type information, and determining the specific lesion position information, outputting lesion prompt information according to the lesion type information and the lesion position information; or obtaining the texture and color of the skin of the lesion area through the constructed lesion color classification model and lesion texture classification model, then determining lesion type information through the texture and color of the skin of the lesion area, and generating a thermodynamic diagram of the lesion image based on the lesion type information to determine specific lesion position information; and outputting lesion prompt information according to the lesion type information and the lesion position information. The lesion prompt information can be used as a preliminary judgment of skin disease problems in animal feeding, so that a feeder can know the health condition of the animal at any time.
Description
technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an image recognition method, a readable storage medium and electronic equipment. Background technique [0002] For animals, skin disease is a high-incidence disease type, and its timely detection and treatment is particularly important. For domestic pets, examination in the pet hospital is a common diagnosis and treatment method. It takes a lot of precious time to check and then make a diagnosis, and usually, most skin diseases worsen over time , if the preliminary diagnosis and treatment are not carried out in time before going to the hospital, it will easily cause the delay of the disease and affect the later treatment and rehabilitation; for ordinary poultry, most of the current breeders will judge the type of skin disease based on experience and then Medication, in this way, may delay the disease due to inappropriate treatment, and if it is an infectious skin...
Claims
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