Research on e-commerce product diagram creation method based on Diffusers framework
Based on the Diffusers framework and Control Net,the article develops and implements the production of clothing product images.The author combines Segment Anything with grounding DINO to achieve automatic segmentation of clothing masks.Semantic segmentation is combined with ViTmate to achieve fine segmentation of skin.Low rank adaptation of large models is used to achieve fine-tuning of image styles,and proposed an image restoration method using the Ultralytics combined with diffusers.At the end of this article,the author compares the generated image with the original image.The results show that by combining Diffusers with the Control Net,it can realize model replacement and background replacement.The method provides reference for users on upper-body clothes and reduces costs of the product diagram creation.
e-commerce product diagrammodel replacementDiffusersControl Net
万方数据
维普
