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| import gradio as gr | |
| from PIL import Image, ImageOps | |
| import numpy as np | |
| def ui(controller): | |
| with gr.Blocks() as ui: | |
| with gr.Row(): | |
| with gr.Column(): | |
| sketch=gr.Sketchpad(sources = 'upload', label='Sketch', type='pil', image_mode="RGB", brush=gr.Brush()) #gr.Image(sources = 'upload', label='Sketch', type = 'pil') | |
| with gr.Column(): | |
| improved_sketch_view = gr.Image(type="pil", label="Improved Sketch") | |
| with gr.Column(): | |
| result=gr.Image(type="pil", label="Colored Image") | |
| with gr.Row(): | |
| with gr.Column(): | |
| first_prompt = gr.Textbox(label="Prompt to Improve Sketch", lines=3) | |
| first_negative_prompt = gr.Textbox(label="Negative prompt", lines=3, value="sketch, lowres, error, extra digit, fewer digits, cropped, worst quality,low quality, normal quality, jpeg artifacts, blurry") | |
| firts_prompt_helper = gr.Button(value="Prompt Helper", variant="primary") | |
| improve_sketch = gr.Button(value="Improve Sketch", variant="primary") | |
| with gr.Column(): | |
| second_prompt = gr.Textbox(label="Prompt to Coloring Image", lines=3) | |
| second_negative_prompt = gr.Textbox(label="Negative prompt", lines=3, value="disfigured, extra digit, fewer digits, cropped, worst quality, low quality") | |
| second_prompt_helper = gr.Button(value="Prompt Helper", variant="primary") | |
| result_button = gr.Button(value="Paint It", variant="primary") | |
| with gr.Row(): | |
| gr.Examples(examples=[["./examples/sketch.png", | |
| "solo, open mouth, white background, standing, tail, full body,bmonochrome, greyscale, from side, no humans, animal, dog, animal focus, realistic, walk on the street, add city on the backstage, city street", | |
| "solo, open mouth, simple background, grey background, standing, full body, monochrome, greyscale, from side, no humans, animal, dog, animal focus, lineart, wolf"], | |
| ["./examples/cat.png", | |
| "solo, simple background, animal ears, monochrome, greyscale, no humans, cat, white background", | |
| "solo, looking at viewer, simple background, white background, monochrome, greyscale, no humans, animal, cat, slit pupils, animal focus, lineart, whiskers"]], | |
| inputs=[sketch, first_prompt, second_prompt], | |
| label='Examples. Be concrete as much as possible.') | |
| improve_sketch.click(fn=controller.get_first_result, | |
| inputs=[sketch, first_prompt, first_negative_prompt], | |
| outputs=improved_sketch_view) | |
| result_button.click(fn=controller.get_second_result, | |
| inputs=[improved_sketch_view, second_prompt, second_negative_prompt], | |
| outputs=result) | |
| firts_prompt_helper.click(fn=controller.get_help_w_prompt, | |
| inputs=[sketch], | |
| outputs=first_prompt) | |
| second_prompt_helper.click(fn=controller.get_help_w_prompt, | |
| inputs=[improved_sketch_view], | |
| outputs=second_prompt) | |
| ui.queue().launch(debug=True) |