|
import gradio as gr |
|
import os |
|
import sys |
|
from pathlib import Path |
|
|
|
models = [ |
|
{"name": "Stable Diffusion 2", "url": "stabilityai/stable-diffusion-2-1"}, |
|
{"name": "stability AI", "url": "stabilityai/stable-diffusion-2-1-base"}, |
|
{"name": "XL-Refiner-1.0", "url": "stabilityai/stable-diffusion-xl-refiner-1.0"}, |
|
{"name": "Future Diffusion", "url": "nitrosocke/Future-Diffusion"}, |
|
{"name": "JWST Deep Space Diffusion", "url": "dallinmackay/JWST-Deep-Space-diffusion"}, |
|
{"name": "Robo Diffusion 3 Base", "url": "nousr/robo-diffusion-2-base"}, |
|
{"name": "Robo Diffusion", "url": "nousr/robo-diffusion"}, |
|
{"name": "Tron Legacy Diffusion", "url": "dallinmackay/Tron-Legacy-diffusion"}, |
|
] |
|
|
|
current_model = models[0] |
|
|
|
text_gen = gr.Interface.load("spaces/daspartho/prompt-extend") |
|
|
|
models2 = [] |
|
for model in models: |
|
model_url = f"models/{model['url']}" |
|
loaded_model = gr.Interface.load(model_url, live=True, preprocess=True) |
|
models2.append(loaded_model) |
|
|
|
|
|
def text_it(inputs, text_gen=text_gen): |
|
return text_gen(inputs) |
|
|
|
|
|
def set_model(current_model_index): |
|
global current_model |
|
current_model = models[current_model_index] |
|
return gr.update(value=f"{current_model['name']}") |
|
|
|
|
|
def send_it(inputs, model_choice): |
|
proc = models2[model_choice] |
|
return proc(inputs) |
|
|
|
|
|
with gr.Blocks(css='style.css') as myface: |
|
gr.HTML( |
|
|
|
) |
|
with gr.Row(): |
|
with gr.Row(): |
|
input_text = gr.Textbox(label="Prompt idea", placeholder="", lines=1) |
|
|
|
model_name1 = gr.Dropdown( |
|
label="Choose Model", |
|
choices=[m["name"] for m in models], |
|
type="index", |
|
value=current_model["name"], |
|
interactive=True, |
|
) |
|
with gr.Row(): |
|
see_prompts = gr.Button("Generate Prompts") |
|
run = gr.Button("Generate Images", variant="primary") |
|
|
|
with gr.Row(): |
|
output1 = gr.Image(label="") |
|
output2 = gr.Image(label="") |
|
output3 = gr.Image(label="") |
|
with gr.Row(): |
|
magic1 = gr.Textbox(label="Generated Prompt", lines=2) |
|
magic2 = gr.Textbox(label="Generated Prompt", lines=2) |
|
magic3 = gr.Textbox(label="Generated Prompt", lines=2) |
|
with gr.Row(): |
|
output4 = gr.Image(label="") |
|
output5 = gr.Image(label="") |
|
output6 = gr.Image(label="") |
|
with gr.Row(): |
|
magic4 = gr.Textbox(label="Generated Prompt", lines=2) |
|
magic5 = gr.Textbox(label="Generated Prompt", lines=2) |
|
magic6 = gr.Textbox(label="Generated Prompt", lines=2) |
|
|
|
model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6]) |
|
|
|
run.click(send_it, inputs=[magic1, model_name1], outputs=[output1]) |
|
run.click(send_it, inputs=[magic2, model_name1], outputs=[output2]) |
|
run.click(send_it, inputs=[magic3, model_name1], outputs=[output3]) |
|
run.click(send_it, inputs=[magic4, model_name1], outputs=[output4]) |
|
run.click(send_it, inputs=[magic5, model_name1], outputs=[output5]) |
|
run.click(send_it, inputs=[magic6, model_name1], outputs=[output6]) |
|
|
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic1]) |
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic2]) |
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic3]) |
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic4]) |
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic5]) |
|
see_prompts.click(text_it, inputs=[input_text], outputs=[magic6]) |
|
|
|
myface.queue(concurrency_count=200) |
|
myface.launch(inline=True, show_api=True, max_threads=400) |
|
|
|
demo.launch() |