The application discloses a kind of real-time adjustment method, device and equipment of image sharpness, it includes: receiving image to be handled, according to the sharpness adjustment model of pre-training completion to the image to be handled sharpness parameter adjustment;The image to be handled is preprocessed, and corresponding highlight image and shadow image are obtained;According to the
feature extraction module, the highlight image and the shadow image are extracted, and highlight feature and shadow feature are obtained;By the degree modulation module, the preset adjustment parameter is modulated, and a plurality of sharpness modulation parameters are obtained;The highlight feature, the shadow feature and the sharpness modulation parameter are fused and processed, to obtain affine grid, and the affine matrix is obtained by
upsampling operation to the affine grid;By the matrix mapping module, the image to be handled and the affine matrix are mapped, to obtain the generated image after sharpness adjustment.