import gradio as gr
from random import randint
from all_models import models
from datetime import datetime
now2 = 0
kii = "dog"
def get_current_time():
now = datetime.now()
now2 = now
current_time = now2.strftime("%Y-%m-%d %H:%M:%S")
ki = f'{kii} {current_time}'
return ki
def load_fn(models):
global models_load
models_load = {}
for model in models:
if model not in models_load.keys():
try:
m = gr.load(f'models/{model}')
except Exception as error:
m = gr.Interface(lambda txt: None, ['text'], ['image'])
models_load.update({model: m})
load_fn(models)
num_models = len(models)
default_models = models[:num_models]
def extend_choices(choices):
return choices + (num_models - len(choices)) * ['NA']
def update_imgbox(choices):
choices_plus = extend_choices(choices)
return [gr.Image(None, label=m, visible=(m != 'NA')) for m in choices_plus]
def gen_fn(model_str, prompt):
if model_str == 'NA':
return None
noise = str(randint(0, 9999))
return models_load[model_str](f'{prompt} {noise}')
def make_me():
with gr.Tab('The Dream'):
txt_input = gr.Textbox(label='Your prompt:', lines=4, value=kii).style(container=False, min_width=600, min_height=300)
gen_button = gr.Button('Generate up to 6 images in up to 3 minutes total').style(max_width=400, max_height=200)
stop_button = gr.Button('Stop', variant='secondary', interactive=False).style(max_width=400, max_height=200)
gen_button.click(lambda s: gr.update(interactive=True), None, stop_button)
gr.HTML("""
Scroll down to see more images and select models.
""")
with gr.Row():
output = [gr.Image(label=m, min_width=280) for m in default_models]
current_models = [gr.Textbox(m, visible=False) for m in default_models]
for m, o in zip(current_models, output):
gen_event = gen_button.click(gen_fn, [m, txt_input], o)
stop_button.click(lambda s: gr.update(interactive=False), None, stop_button, cancels=[gen_event])
with gr.Accordion('Model selection'):
model_choice = gr.CheckboxGroup(models, label=f'Choose up to {num_models} different models from the 800 available!', value=default_models, multiselect=True, max_choices=num_models, interactive=True, filterable=False)
model_choice.change(update_imgbox, model_choice, output)
model_choice.change(extend_choices, model_choice, current_models)
with gr.Row():
gr.HTML("""