Industrial smoke and dust image segmentation method, apparatus, electronic device, and storage medium

Abstract

The present application relates to an industrial smoke and dust image segmentation method, apparatus, electronic device, and storage medium, belonging to the technical field of image segmentation. The industrial smoke and dust image segmentation method comprises: acquiring an industrial smoke and dust image; based on a spatial feature collaborative extraction module, performing deformable convolution and spatial integration on the industrial smoke and dust image to obtain a first feature map; according to a multi-head attention mechanism based on Chebyshev distance, constructing global dependency relationships for the first feature map to obtain a second feature map; converting and outputting the second feature map into an industrial smoke and dust image segmentation result with progressively increasing resolution.