Diffusion model-based image generation method for Cantonese embroidery artistic styles
This study constructed a complete image generation process for the artistic style of Cantonese embroidery based on Stable Diffusion, with the workflow presented in Fig. 3. First, a dataset of…
Imagest: a style conditioned art painting synthesis and generation networks
Related work Artwork restoration encompasses two primary approaches: manual restoration and digital restoration using computer technology for image synthesis. Both methods play crucial roles in preserving the integrity and beauty…
LFMDiff: generation of Chinese traditional landscape paintings based on diffusion model
As shown in Table 1, Case 1 employs only the Hierarchical Local LoRA module (denoted as A), achieving strong performance in both FID (76.951) and LPIPS (0.604), alongside a relatively…
A novel flexible identity-net with diffusion models for painting-style generation
Experimental environment All experiments were conducted on a single NVIDIA RTX 4090 GPU (24GB VRAM), paired with an Intel i9-14900K CPU (32 cores), 64GB DDR5 RAM, and a 1.8TB NVMe…