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import gradio as gr | |
import requests | |
import io | |
import random | |
import os | |
from PIL import Image | |
from deep_translator import GoogleTranslator | |
# Project by Nymbo | |
API_URL = "https://api-inference.huggingface.co/models/black-forest-labs/FLUX.1-dev" | |
API_TOKEN = os.getenv("HF_READ_TOKEN") | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
timeout = 300 | |
def query(prompt, is_negative=False, steps=30, cfg_scale=7, strength=0.7): | |
if not prompt: | |
return None | |
key = random.randint(0, 999) | |
# Detectar el idioma del prompt y traducirlo al inglés | |
translator = GoogleTranslator(target='en') | |
try: | |
prompt = translator.translate(prompt) | |
except Exception as e: | |
print(f"Error during translation: {e}") | |
return None | |
print(f'\033[1mGeneration {key} translation:\033[0m {prompt}') | |
prompt = f"{prompt} | ultra detail, ultra elaboration, ultra quality, perfect." | |
print(f'\033[1mGeneration {key}:\033[0m {prompt}') | |
payload = { | |
"inputs": prompt, | |
"is_negative": is_negative, | |
"steps": steps, | |
"cfg_scale": cfg_scale, | |
"strength": strength | |
} | |
response = requests.post(API_URL, headers=headers, json=payload, timeout=timeout) | |
if response.status_code != 200: | |
print(f"Error: Failed to get image. Response status: {response.status_code}") | |
print(f"Response content: {response.text}") | |
if response.status_code == 503: | |
raise gr.Error(f"{response.status_code} : The model is being loaded") | |
raise gr.Error(f"{response.status_code}") | |
try: | |
image_bytes = response.content | |
image = Image.open(io.BytesIO(image_bytes)) | |
print(f'\033[1mGeneration {key} completed!\033[0m ({prompt})') | |
return image | |
except Exception as e: | |
print(f"Error when trying to open the image: {e}") | |
return None | |
css = """ | |
#app-container { | |
max-width: 100%; | |
margin: 0 auto; | |
padding: 20px; | |
overflow-y: auto; /* Asegura la barra de desplazamiento vertical si el contenido es demasiado alto */ | |
height: 100vh; /* Utiliza el 100% de la altura de la ventana de visualización */ | |
box-sizing: border-box; /* Incluye el padding y el borde en el tamaño total */ | |
} | |
input, textarea, select { | |
background-color: #f5f5f5; | |
color: #333333; | |
border: 1px solid #cccccc; | |
width: calc(100% - 40px); | |
box-sizing: border-box; | |
padding-right: 40px; | |
} | |
input[type="text"] { | |
position: relative; | |
} | |
input[type="text"]::after { | |
content: "✕"; | |
position: absolute; | |
right: 10px; | |
top: 50%; | |
transform: translateY(-50%); | |
cursor: pointer; | |
color: #666; | |
} | |
button { | |
background-color: #f5f5f5; | |
color: #333333; | |
border: 1px solid black; | |
width: 100%; | |
box-sizing: border-box; | |
padding: 10px; | |
} | |
button.primary { | |
background-color: green; | |
color: black; | |
} | |
button.secondary { | |
background-color: #f5f5f5; | |
color: #333333; | |
} | |
button:hover { | |
background-color: #e0e0e0; | |
} | |
h1, h2, h3, h4, h5, h6 { | |
color: #333333; | |
} | |
@media (max-width: 768px) { | |
.button-container { | |
display: flex; | |
flex-direction: column; | |
align-items: center; | |
} | |
.button-container button { | |
width: auto; | |
margin-top: 10px; | |
} | |
} | |
@media (min-width: 769px) { | |
.button-container { | |
display: flex; | |
justify-content: flex-end; | |
} | |
.button-container button { | |
width: auto; | |
} | |
} | |
""" | |
examples = [ | |
"Minions con gafas atrapados en un bloque de hielo transparente, mostrando expresiones de sorpresa. Hielo escarchado y agrietado que refleja luz azul. Copos de nieve caen suavemente en un paisaje invernal.", | |
"Un caballo marrón dorado trotando alegremente en realismo 8K contra un cielo vibrante con nubes multicolores en azul, rosa y naranja.", | |
"Casco de Kylo Ren en forma de gato con texturas rugosas. Renderizado 3D ultra detallado con iluminación de borde y texturas hiperrealistas. Tonos pulidos según los colores de Kylo Ren, renderizado octano en 8K, fondo contrastado." | |
] | |
with gr.Blocks(css=css) as app: | |
gr.HTML(""" | |
<center> | |
<h1>Generador de Sueños con Flux</h1> | |
<h2>Transforma tus sueños en imágenes vibrantes con un solo clic.</h2> | |
</center> | |
""") | |
with gr.Row(): | |
with gr.Column(scale=1): | |
text_prompt = gr.Textbox( | |
label="¿Cuál fue tu sueño?", | |
placeholder="Describe lo que soñaste, no omitas ningún detalle.", | |
lines=2, | |
elem_id="prompt-text-input" | |
) | |
with gr.Accordion("Opciones Avanzadas", open=False): | |
negative_prompt = gr.Textbox( | |
label="¿Qué elementos no deseas que se plasmen de tu sueño?", | |
placeholder="Describe en detalle lo que quieres que aparezca.", | |
value="(deformed, distorted, disfigured), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation, misspellings, typos", | |
lines=3, | |
elem_id="negative-prompt-text-input" | |
) | |
steps = gr.Slider( | |
label="Profundidad del sueño (Pasos de muestreo)", | |
value=35, | |
minimum=1, | |
maximum=100, | |
step=1 | |
) | |
cfg = gr.Slider( | |
label="Claridad del sueño (Nivel de detalle)", | |
value=7, | |
minimum=1, | |
maximum=20, | |
step=1 | |
) | |
strength = gr.Slider( | |
label="Intensidad del sueño (Fuerza de transformación)", | |
value=0.7, | |
minimum=0, | |
maximum=1, | |
step=0.001 | |
) | |
gr.Examples(examples=examples, inputs=text_prompt, label="Ejemplos de otros sueños") | |
with gr.Row(elem_id="button-container"): | |
generate_button = gr.Button("QUIERO VER MI SUEÑO", elem_id="generate-button", variant="primary") | |
with gr.Column(scale=1): | |
image_output = gr.Image(type="pil", label="Imagen Resultado", elem_id="gallery") | |
generate_button.click(query, inputs=[text_prompt, negative_prompt, steps, cfg, strength], outputs=image_output) | |
app.launch(show_api=False, share=False) | |