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import gradio as gr | |
import random | |
from gradio_client import Client | |
import os | |
from themes import IndonesiaTheme # Impor tema custom dari themes.py | |
# Constants | |
MAX_SEED = 999999 | |
MAX_IMAGE_SIZE = 2048 | |
DEFAULT_WIDTH = 1024 | |
DEFAULT_HEIGHT = 1024 | |
DEFAULT_INFERENCE_STEPS = 1 | |
# Siapkan URL untuk permintaan API RT FLUX | |
url_api = os.environ['url_api'] | |
client = Client(url_api) | |
# Inference function using RealtimeFlux API | |
def generate_image(prompt, seed=42, width=DEFAULT_WIDTH, height=DEFAULT_HEIGHT, randomize_seed=False, num_inference_steps=1): | |
result = client.predict( | |
prompt=prompt, | |
seed=seed if not randomize_seed else random.randint(0, MAX_SEED), | |
width=width, | |
height=height, | |
randomize_seed=randomize_seed, | |
num_inference_steps=num_inference_steps, | |
api_name="/RealtimeFlux" | |
) | |
return result[0], result[1], result[2] # Image, Seed, Latency | |
# Enhance function using Enhance API | |
def enhance_image(prompt, seed, width, height): | |
result = client.predict( | |
param_0=prompt, | |
param_1=seed, | |
param_2=width, | |
param_3=height, | |
api_name="/Enhance" | |
) | |
return result[0], result[1], result[2] # Image, Seed, Latency | |
# CSS untuk styling antarmuka | |
css = """ | |
#col-left, #col-mid, #col-right { | |
margin: 0 auto; | |
max-width: 400px; | |
padding: 10px; | |
border-radius: 15px; | |
background-color: #f9f9f9; | |
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | |
} | |
#col-right { | |
margin: 0 auto; | |
max-width: 800px; | |
padding: 10px; | |
border-radius: 15px; | |
background-color: #f9f9f9; | |
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | |
} | |
#banner { | |
width: 100%; | |
text-align: center; | |
margin-bottom: 20px; | |
} | |
#run-button { | |
background-color: #ff4b5c; | |
color: white; | |
font-weight: bold; | |
padding: 10px; | |
border-radius: 10px; | |
cursor: pointer; | |
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); | |
} | |
#footer { | |
text-align: center; | |
margin-top: 20px; | |
color: silver; | |
} | |
#whitey { | |
text-align: center; | |
margin-top: 10px; | |
color: white; | |
} | |
""" | |
# Membuat antarmuka Gradio dengan tema IndonesiaTheme | |
with gr.Blocks(css=css, theme=IndonesiaTheme()) as RealtimeFluxAPP: | |
# Tambahkan banner dan header | |
gr.HTML(""" | |
<div style='text-align: center;'> | |
<h1>๐ Realtime FLUX Image Generator ๐</h1> | |
<p>Selamat datang! Buat gambar memukau secara realtime dengan FLUX Pipeline.</p> | |
<img src='https://i.ibb.co.com/M2Sd185/banner-rtf.jpg' alt='Banner' style='width: 100%; height: auto;'/> | |
</div> | |
""") | |
# Layout utama | |
with gr.Row(): | |
with gr.Column(elem_id="col-left"): | |
gr.Markdown("### Deskripsi Gambar") | |
prompt = gr.Textbox( | |
label="Prompt", | |
placeholder="Deskripsikan gambar yang ingin Anda buat...", | |
lines=3, | |
show_label=False, | |
container=False, | |
) | |
generateBtn = gr.Button("๐ผ๏ธ Buat Gambar", elem_id="run-button") | |
enhanceBtn = gr.Button("๐ Tingkatkan Gambar", elem_id="run-button") | |
# Advanced Options | |
with gr.Accordion("Advanced Options"): | |
with gr.Row(): | |
realtime = gr.Checkbox(label="Realtime Toggler", info="Gunakan lebih banyak GPU untuk realtime.") | |
latency = gr.Textbox(label="Latency") | |
with gr.Row(): | |
seed = gr.Number(label="Seed", value=42) | |
randomize_seed = gr.Checkbox(label="Randomize Seed", value=False) | |
with gr.Row(): | |
width = gr.Slider(label="Width", minimum=256, maximum=MAX_IMAGE_SIZE, step=32, value=DEFAULT_WIDTH) | |
height = gr.Slider(label="Height", minimum=256, maximum=MAX_IMAGE_SIZE, step=32, value=DEFAULT_HEIGHT) | |
num_inference_steps = gr.Slider(label="Inference Steps", minimum=1, maximum=4, step=1, value=DEFAULT_INFERENCE_STEPS) | |
# Output di sebelah kanan | |
with gr.Column(elem_id="col-right"): | |
result = gr.Image(label="Hasil Gambar", show_label=False, interactive=False) | |
# Example Gallery | |
gr.Markdown("### ๐ Inspirasi Gallery") | |
gr.Examples(elem_id="whitey", | |
examples=[ | |
"A beautiful sunset over the rice fields in Bali", | |
"A traditional Indonesian fisherman sailing in a wooden boat", | |
"Mount Bromo erupting at dawn with the sky full of stars", | |
"A street food vendor selling nasi goreng in Jakarta", | |
"The majestic Komodo dragon walking through the forest", | |
"An Indonesian traditional dancer performing in a colorful costume", | |
"A futuristic cityscape of Jakarta with skyscrapers and advanced technology", | |
], | |
fn=generate_image, | |
inputs=[prompt], | |
outputs=[result, seed, latency], | |
cache_examples="lazy" | |
) | |
# Tombol untuk memulai proses pembuatan dan peningkatan gambar | |
generateBtn.click( | |
fn=generate_image, | |
inputs=[prompt, seed, width, height, randomize_seed, num_inference_steps], | |
outputs=[result, seed, latency], | |
show_progress=True | |
) | |
enhanceBtn.click( | |
fn=enhance_image, | |
inputs=[prompt, seed, width, height], | |
outputs=[result, seed, latency], | |
show_progress=True | |
) | |
# Tambahkan footer di bagian bawah | |
gr.HTML(""" | |
<footer id="footer"> | |
<p>Transfer Energi Semesta Digital ยฉ 2024 __drat. | ๐ฎ๐ฉ Untuk Indonesia Jaya!</p> | |
</footer> | |
""") | |
# Menjalankan aplikasi | |
if __name__ == "__main__": | |
RealtimeFluxAPP.queue(api_open=False).launch(show_api=False) | |