The invention relates to a tissue image recognition method and device, a readable medium and
electronic equipment, and relates to the technical field of
image processing. The method comprises the steps: obtaining a tissue image collected by an
endoscope, carrying out the preprocessing of the tissue image to obtain a target image, carrying out the recognition of the target image through a pre-trained recognition model, so as to determine the
target type to which the tissue image belongs, wherein the recognition model is obtained through joint training with a preset comparison identification model according to a preset
sample image set, the
sample image set comprises a first number of labeled sample images with known types and a second number of unlabeled sample images with unknown types, and the first number is smaller than the second number; and comparing the structure of the recognition model to be the same as the structure of the recognition model, comparing
neuron parameters of the recognition model, determining according to the
neuron parameters of the recognition model, and if the
target type indicates that the tissue image is an effective type, performing specified
processing on the tissue image. The practicability and accuracy of the recognition model can be improved.