import gradio as gr
import random
import requests
import time
import os
import argparse
from dotenv import load_dotenv
load_dotenv("config.txt")
from engine.generate import gpugen
from engine.upscaler import upscale_image
from engine.promptGenerator import prompting
css = """
#container{
margin: 0 auto;
max-width: 40rem;
}
#intro{
max-width: 100%;
text-align: center;
margin: 0 auto;
}
#generate_button {
color: white;
border-color: #007bff;
background: #007bff;
width: 200px;
height: 50px;
}
footer {
visibility: hidden
}
"""
with gr.Blocks(title="Rensor", css=css, theme="ehristoforu/RE_Theme") as webui:
with gr.Row():
with gr.Row(visible=False, variant="panel") as prompter:
with gr.Column(scale=1):
chatbot = gr.Textbox(show_label=False, interactive=False, max_lines=16, lines=14)
with gr.Row():
chat_text = gr.Textbox(show_label=False, placeholder="Enter short prompt", max_lines=2, lines=1, interactive=True, scale=20)
chat_submit = gr.Button(value="Prompt", scale=1)
chat_submit.click(fn=lambda x: gr.update(value="Prompting...", interactive=False), inputs=chat_submit, outputs=chat_submit).then(prompting, inputs=chat_text, outputs=chatbot).then(fn=lambda x: gr.update(value="Prompt", interactive=True), inputs=chat_submit, outputs=chat_submit)
with gr.Column(scale=3):
with gr.Row():
gallery = gr.Gallery(show_label=False, rows=2, columns=6, preview=True, value=["assets/favicon.png"])
work_time = gr.Markdown(visible=False)
with gr.Row():
prompt = gr.Textbox(show_label=False, placeholder="Your amazing prompt...", max_lines=3, lines=3, interactive=True, scale=18)
button = gr.Button(value="Generate", variant="primary", scale=1)
with gr.Row():
advenced = gr.Checkbox(label="Advanced inputs/settings", value=False, interactive=True)
prompter_change = gr.Checkbox(label="Prompter", value=False, interactive=True)
with gr.Row(visible=False, variant="panel") as settings_tab:
with gr.Column(scale=1):
with gr.Tab("Settings"):
with gr.Row(scale=10):
mode = gr.Radio(label="Mode", choices=["High Quality", "Fast", "Super-fast"], value="Fast", info="Relationship between generation speed and quality.", interactive=True, visible=True)
with gr.Row(scale=10):
width = gr.Slider(label="Width", maximum=2048, minimum=256, value=512, step=8, interactive=True, visible=True)
height = gr.Slider(label="Height", maximum=2048, minimum=256, value=512, step=8, interactive=True, visible=True)
with gr.Row(scale=10):
guidance = gr.Slider(label="Guidance Scale", maximum=20.0, minimum=0.0, value=8.0, step=0.1, interactive=True, visible=True)
with gr.Row(scale=10):
num_images = gr.Slider(label="Number of images", maximum=12, minimum=1, value=1, step=1, interactive=True, visible=True)
with gr.Row(scale=1):
upscale_button = gr.Image(label="🚀 Upload image to 2x upscale", sources="upload", type="numpy", show_download_button=False, interactive=True)
with gr.Tab("Init image"):
with gr.Row():
with gr.Column():
img2img_change = gr.Checkbox(label="Init Image", value=False, visible=True, interactive=True, scale=10)
i2i_strength = gr.Slider(label="Init Strength", minimum=0.01, maximum=2, step=0.01, value=0.70, interactive=False, visible=True)
init_image = gr.Image(label="Init image", type="pil", interactive=False, visible=True, scale=1)
with gr.Tab("Inpaint"):
with gr.Row():
with gr.Column():
inpaint_change = gr.Checkbox(label="Inpaint", value=False, visible=True, interactive=True, scale=4)
inpaint_strength = gr.Slider(label="Inpaint Strength", minimum=0.01, maximum=2, step=0.01, value=0.70, interactive=False, visible=True)
inpaint_image = gr.Image(label="Inpaint image", type="pil", interactive=False, visible=True, tool="sketch", scale=1)
button.click(fn=lambda x: gr.update(visible=False), inputs=work_time, outputs=work_time).then(fn=lambda x: gr.update(value="Generating...", variant="secondary", interactive=False), inputs=button, outputs=button).then(gpugen, inputs=[prompt, mode, guidance, width, height, num_images, i2i_strength, inpaint_strength, img2img_change, inpaint_change, init_image, inpaint_image], outputs=[gallery, work_time]).then(fn=lambda x: gr.update(visible=True), inputs=work_time, outputs=work_time).then(fn=lambda x: gr.update(value="Generate", variant="primary", interactive=True), inputs=button, outputs=button)
upscale_button.upload(fn=lambda x: gr.update(visible=False), inputs=work_time, outputs=work_time).then(fn=lambda x: gr.update(label="🖼️ Image uploaded to 2x upscale", interactive=False), inputs=upscale_button, outputs=upscale_button).then(fn=lambda x: gr.update(value="Upscaling...", variant="secondary", interactive=False), inputs=button, outputs=button).then(upscale_image, inputs=upscale_button, outputs=[gallery, work_time]).then(fn=lambda x: gr.update(label="🚀 Upload image to 2x upscale", interactive=True), inputs=upscale_button, outputs=upscale_button).then(fn=lambda x: gr.update(value="Generate", variant="primary", interactive=True), inputs=button, outputs=button).then(fn=lambda x: gr.update(visible=True), inputs=work_time, outputs=work_time)
advenced.change(fn=lambda x: gr.update(visible=x), inputs=advenced, outputs=settings_tab, queue=False, api_name=False)
prompter_change.change(fn=lambda x: gr.update(visible=x), inputs=prompter_change, outputs=prompter, queue=False, api_name=False)
img2img_change.change(
fn=lambda x: gr.update(interactive=x),
inputs=img2img_change,
outputs=init_image,
queue=False,
api_name=False,
).then(
fn=lambda x: gr.update(interactive=x),
inputs=img2img_change,
outputs=i2i_strength,
queue=False,
api_name=False,
)
inpaint_change.change(
fn=lambda x: gr.update(interactive=x),
inputs=inpaint_change,
outputs=inpaint_image,
queue=False,
api_name=False,
).then(
fn=lambda x: gr.update(interactive=x),
inputs=inpaint_change,
outputs=inpaint_strength,
queue=False,
api_name=False,
)
webui.queue(max_size=20).launch(debug=False, share=True, server_port=5555, quiet=True, show_api=False, favicon_path="assets/favicon.png", inbrowser=True)