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| import gradio as gr | |
| import spaces | |
| from omni_zero import OmniZeroSingle | |
| def generate( | |
| seed=42, | |
| prompt="A person", | |
| negative_prompt="blurry, out of focus", | |
| guidance_scale=3.0, | |
| number_of_images=1, | |
| number_of_steps=10, | |
| base_image="https://github.com/okaris/omni-zero/assets/1448702/2ca63443-c7f3-4ba6-95c1-2a341414865f", | |
| base_image_strength=0.15, | |
| composition_image="https://github.com/okaris/omni-zero/assets/1448702/2ca63443-c7f3-4ba6-95c1-2a341414865f", | |
| composition_image_strength=1.0, | |
| style_image="https://github.com/okaris/omni-zero/assets/1448702/64dc150b-f683-41b1-be23-b6a52c771584", | |
| style_image_strength=1.0, | |
| identity_image="https://github.com/okaris/omni-zero/assets/1448702/ba193a3a-f90e-4461-848a-560454531c58", | |
| identity_image_strength=1.0, | |
| depth_image=None, | |
| depth_image_strength=0.5, | |
| ): | |
| omni_zero = OmniZeroSingle( | |
| base_model="frankjoshua/albedobaseXL_v13", | |
| ) | |
| images = omni_zero.generate( | |
| seed=seed, | |
| prompt=prompt, | |
| negative_prompt=negative_prompt, | |
| guidance_scale=guidance_scale, | |
| number_of_images=number_of_images, | |
| number_of_steps=number_of_steps, | |
| base_image=base_image, | |
| base_image_strength=base_image_strength, | |
| composition_image=composition_image, | |
| composition_image_strength=composition_image_strength, | |
| style_image=style_image, | |
| style_image_strength=style_image_strength, | |
| identity_image=identity_image, | |
| identity_image_strength=identity_image_strength, | |
| depth_image=depth_image, | |
| depth_image_strength=depth_image_strength, | |
| ) | |
| # for i, image in enumerate(images): | |
| # image.save(f"oz_output_{i}.jpg") | |
| return images | |
| with gr.Blocks() as demo: | |
| with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| prompt = gr.Textbox(label="Prompt", value="A person") | |
| with gr.Row(): | |
| negative_prompt = gr.Textbox(label="Negative Prompt", value="blurry, out of focus") | |
| with gr.Row(): | |
| seed = gr.Slider(label="Seed",step=1, minimum=0, maximum=10000000, value=42) | |
| number_of_images = gr.Slider(label="Number of Outputs",step=1, minimum=1, maximum=4, value=1) | |
| with gr.Row(): | |
| guidance_scale = gr.Slider(label="Guidance Scale",step=0.1, minimum=0.0, maximum=14.0, value=3.0) | |
| number_of_steps = gr.Slider(label="Number of Steps",step=1, minimum=1, maximum=50, value=10) | |
| with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| base_image = gr.Image(label="Base Image", value="https://github.com/okaris/omni-zero/assets/1448702/2ca63443-c7f3-4ba6-95c1-2a341414865f") | |
| with gr.Row(): | |
| base_image_strength = gr.Slider(label="Base Image Strength",step=0.01, minimum=0.0, maximum=1.0, value=0.15) | |
| with gr.Column(): | |
| with gr.Row(): | |
| composition_image = gr.Image(label="Composition", value="https://github.com/okaris/omni-zero/assets/1448702/2ca63443-c7f3-4ba6-95c1-2a341414865f") | |
| with gr.Row(): | |
| composition_image_strength = gr.Slider(label="Composition Image Strength",step=0.01, minimum=0.0, maximum=1.0, value=1.0) | |
| # with gr.Row(): | |
| with gr.Column(): | |
| with gr.Row(): | |
| style_image = gr.Image(label="Style Image", value="https://github.com/okaris/omni-zero/assets/1448702/64dc150b-f683-41b1-be23-b6a52c771584") | |
| with gr.Row(): | |
| style_image_strength = gr.Slider(label="Style Image Strength",step=0.01, minimum=0.0, maximum=1.0, value=1.0) | |
| with gr.Column(): | |
| with gr.Row(): | |
| identity_image = gr.Image(label="Identity Image", value="https://github.com/okaris/omni-zero/assets/1448702/ba193a3a-f90e-4461-848a-560454531c58") | |
| with gr.Row(): | |
| identity_image_strength = gr.Slider(label="Identitiy Image Strenght",step=0.01, minimum=0.0, maximum=1.0, value=1.0) | |
| # with gr.Column(): | |
| # with gr.Row(): | |
| # depth_image = gr.Image(label="depth_image", value=None) | |
| # with gr.Row(): | |
| # depth_image_strength = gr.Slider(label="depth_image_strength",step=0.01, minimum=0.0, maximum=1.0, value=0.5) | |
| with gr.Column(): | |
| with gr.Row(): | |
| out = gr.Image(label="Output(s)", value=None) | |
| with gr.Row(): | |
| # clear = gr.Button("Clear") | |
| submit = gr.Button("Generate") | |
| submit.click(generate, inputs=[ | |
| seed, | |
| prompt, | |
| negative_prompt, | |
| guidance_scale, | |
| number_of_images, | |
| number_of_steps, | |
| base_image, | |
| base_image_strength, | |
| composition_image, | |
| composition_image_strength, | |
| style_image, | |
| style_image_strength, | |
| identity_image, | |
| identity_image_strength, | |
| ], | |
| outputs=[out] | |
| ) | |
| # clear.click(lambda: None, None, chatbot, queue=False) | |
| if __name__ == "__main__": | |
| demo.launch() |