Tumor early recognition system based on deep learning and hyperspectral image

The invention discloses a tumor early recognition system based on deep learning and a hyperspectral image, and relates to the technical field of tumor early recognition. Comprising an image dimension reduction module used for obtaining a hyperspectral image and extracting spectral information in the hyperspectral image; the characteristic wave band selection module is used for carrying out difference analysis on the extracted spectral information and determining a characteristic wave band according to an analysis result; the deep learning model module is used for performing tumor preliminary identification on the spectral information under the selected characteristic wave band by using a tumor identification model; and the integrated learning module is used for carrying out integrated learning on the preliminary tumor identification result, optimizing a tumor identification model according to an integrated learning result, and identifying the hyperspectral image to be detected by adopting the optimized tumor