dreambooth-old-book-illustration

Dreambooth_OLD_Book_Illustration on Stable Diffusion via Dreambooth

This model is fined-tuned version of StableDiffusion model via Dreambooth. The code below is for the direct usage and controlling the model for making a more cohesive image based on the given prompt.

image_format='Portrat (Tall)'
image_subject='Narratives'
book_title='Ballads and songs of Brittany'
date='1833'
prompt=f"""
        <image> generate image with theme of {date} with illustration format {image_format} of  and subject of {image_subject}.
        The generating image should be inspired from {book_title}.
        ## Image description:
        Two men are drinking wine in the Bar.
        """
num_samples = 2
num_rows = 1

all_images = []
for _ in range(num_rows):
    images = pipe(prompt, num_images_per_prompt=num_samples, num_inference_steps=50, guidance_scale=9).images
    all_images.extend(images)

grid = image_grid(all_images, num_rows, num_samples)
grid