Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| from image_generation import generate_image | |
| # from image_generation import test_print | |
| model_options = ["CompVis/stable-diffusion-v1-4", | |
| "runwayml/stable-diffusion-v1-5", | |
| "stabilityai/stable-diffusion-2-1", | |
| "stabilityai/stable-diffusion-2-1-base", | |
| "prompthero/openjourney-v4"] | |
| scheduler_options = ["None", | |
| "EulerDiscreteScheduler", | |
| "PNDMScheduler", | |
| "DPMSolverMultistepScheduler", | |
| "LMSDiscreteScheduler", | |
| "HeunDiscreteScheduler"] | |
| def main(): | |
| prompt = gr.Textbox(label="Enter your prompt") | |
| negative_prompt = gr.Textbox(label="Negative prompt", type='text', value="disfigured, ugly, bad, immature, cartoon, anime, 3d, painting, b&w") | |
| guidance_scale = gr.Textbox(label="Guidance scale", type='text', value=7.5) | |
| model_dropdown = gr.Dropdown(choices=model_options, | |
| label='Model', | |
| value='prompthero/openjourney-v4', | |
| info='Select model for inference') | |
| scheduler_dropdown = gr.Dropdown(choices=scheduler_options, | |
| label='Scheduler', | |
| value='None', | |
| info='Select scheduler for inference. None for default') | |
| inference_steps = gr.Slider(1, 100, value=50, step=1, label="Inference steps", info="Choose between 1 and 100") | |
| num_of_images = gr.Slider(1, 4, value=1, step=1, label="Number of images", info="Choose between 1 and 4") | |
| # generated_image = gr.Image(label="Generated Image") | |
| gen_image_grid = gr.Gallery(label='Generated images').style(columns=[2], rows=[2], object_fit="cover", height="auto", preview=True) | |
| app = gr.Interface(fn=generate_image, | |
| inputs=[prompt, | |
| negative_prompt, | |
| model_dropdown, | |
| scheduler_dropdown, | |
| inference_steps, | |
| guidance_scale, | |
| num_of_images], | |
| # outputs=generated_image, | |
| outputs=gen_image_grid, | |
| title="Image Generation", | |
| ) | |
| app.launch() | |
| if __name__=="__main__": | |
| main() | |