# Import necessary libraries from stable_diffusion import StableDiffusionPipelin

# Import necessary libraries from stable_diffusion import StableDiffusionPipeline import torch from PIL import Image # Configure Stable Diffusion pipe = StableDiffusionPipeline.from_pretrained("stable-diffusion-v1-4") # Define the prompt prompt = ( "A black-and-white photograph captures a woman in a dramatic, elegant pose, standing against a plain white background. " "The image is taken from a side angle, showcasing her back and left profile. " "She wears a form-fitting, sleeveless black dress with a deep back exposure, exposing her back and shoulders, while highlighting her elegant silhouette. " "Her blonde, wavy hair cascades down past her shoulders, framing her face. The woman's right hand holds a small flower, while her left hand rests elegantly on her hip. " "A thin, dark bangle adorns her left wrist. Soft, even lighting creates subtle shadows on the wall and enhances the contours of her body, adding depth and an intimate feel to the image. " "The high contrast between the black dress and the white background emphasizes the subject's form and the luxurious fabric of her garment. " "The overall composition is simple yet sophisticated, focusing on the interplay of light, shadow, and texture, creating a serene and contemplative mood." ) # Configuration settings tile_mode = "none" # Disable tiling generation clip_guidance_scale = 15 # Enhance adherence to the prompt clip_guidance_dropout = 0.05 # Subtle variations hr_scale = 3.0 # High-resolution scaling for detailed textures hr_upscaler = "R-ESRGAN" # High-quality upscaling latent_shift = torch.randn(1, 4, 64, 64) * 0.02 # Subtle latent space adjustments prompt_weighting = ( "Black-and-white photograph::1.7 | Elegant pose::1.6 | Side angle showcasing back::1.7 | Form-fitting black dress::1.6 | Blonde, wavy hair::1.5 | " "Small flower in right hand::1.5 | Dark bangle on left wrist::1.4 | Soft, even lighting::1.6 | High contrast::1.7 | Simple yet sophisticated composition