Part detection method, device and equipment based on visual identification and storage medium

The invention provides a part detection method and device based on visual identification, equipment and a storage medium, and the method comprises the steps: carrying out the visual identification of an identification image, and determining a target part in a target image; determining an image detection model of the target part based on the part type, inputting an image part containing the target part in the target image into the image detection model, and determining a specific recognition part of the target part; acquiring a hyperspectral image and a multispectral image of a specific recognition part of the target part through a near-infrared technology, and performing image fusion to obtain a target spectral image; and inputting the target spectral image into a preset part detection model to obtain a corresponding part detection result. According to the method, the visual identification technology and the advanced spectral imaging technology are combined, the slight difference of the part can be captured i