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import gradio as gr | |
import requests | |
import io | |
import random | |
import os | |
from PIL import Image | |
def generate_txt2img(prompt, is_negative=False, image_style="None style", steps=50, cfg_scale=7, seed=None): | |
API_URL = "https://api-inference.huggingface.co/models/UnfilteredAI/NSFW-GEN-ANIME" | |
API_TOKEN = os.getenv("HF_READ_TOKEN") | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
base_payload = { | |
"inputs": prompt, | |
"is_negative": is_negative, | |
"steps": steps, | |
"cfg_scale": cfg_scale, | |
"seed": seed if seed is not None else random.randint(-1, 2147483647) | |
} | |
if image_style == "Cinematic": | |
payload[ | |
"inputs" | |
] += ", realistic, detailed, textured, skin, hair, eyes, by Alex Huguet, Mike Hill, Ian Spriggs, JaeCheol Park, Marek Denko" | |
payload[ | |
"is_negative" | |
] += ", anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured" | |
elif image_style == "Digital Art": | |
payload[ | |
"inputs" | |
] += ", faded, vintage, nostalgic, by Jose Villa, Elizabeth Messina, Ryan Brenizer, Jonas Peterson, Jasmine Star" | |
payload[ | |
"is_negative" | |
] += ", sharp , modern , bright, photo, photorealistic, realism, ugly" | |
elif image_style == "Portrait": | |
payload[ | |
"inputs" | |
] += ", soft light, sharp, exposure blend, medium shot, bokeh, (hdr:1.4), high contrast, (cinematic, teal and orange:0.85), (muted colors, dim colors, soothing tones:1.3), low saturation, (hyperdetailed:1.2), (noir:0.4), (natural skin texture, hyperrealism, soft light, sharp:1.2)" | |
elif image_style == "Photographic": | |
payload[ | |
"inputs" | |
] += ",cinematic photo, 35mm photograph, film, bokeh, professional, 4k, highly detailed" | |
payload["is_negative"] += ( | |
", drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly", | |
) | |
elif image_style == "Anime": | |
payload[ | |
"inputs" | |
] += "anime artwork,anime style, key visual, vibrant, studio anime, highly detailed" | |
payload[ | |
"is_negative" | |
] += ", photo, deformed, black and white, realism, disfigured, low contrast" | |
elif image_style == "Fantasy art": | |
payload[ | |
"inputs" | |
] += ", ethereal fantasy concept art, magnificent, celestial, ethereal, painterly, epic, majestic, magical, fantasy art, cover art, dreamy" | |
payload[ | |
"is_negative" | |
] += "photographic, realistic, realism, 35mm film, dslr, cropped, frame, text, deformed, glitch, noise, noisy, off-center, deformed, cross-eyed, closed eyes, bad anatomy, ugly, disfigured, sloppy, duplicate, mutated, black and white" | |
image_bytes = requests.post(API_URL, headers=headers, json=base_payload).content | |
image = Image.open(io.BytesIO(image_bytes)) | |
return image | |
css = """ | |
/* General Container Styles */ | |
.gradio-container { | |
font-family: 'IBM Plex Sans', sans-serif; | |
max-width: 730px !important; | |
margin: auto; | |
padding-top: 1.5rem; | |
text-align: center; | |
} | |
/* Button Styles */ | |
.gr-button { | |
color: white; | |
background: #007bff; | |
white-space: nowrap; | |
border: none; | |
padding: 10px 20px; | |
border-radius: 8px; | |
cursor: pointer; | |
transition: background-color 0.3s, color 0.3s; | |
} | |
.gr-button:hover { | |
background-color: #0056b3; | |
} | |
/* Share Button Styles */ | |
#share-btn-container { | |
padding: 0.5rem !important; | |
background-color: #007bff; | |
justify-content: center; | |
align-items: center; | |
border-radius: 9999px !important; | |
max-width: 13rem; | |
margin: 0 auto; | |
transition: background-color 0.3s; | |
} | |
#share-btn-container:hover { | |
background-color: #0056b3; | |
} | |
#share-btn { | |
all: initial; | |
color: #ffffff; | |
font-weight: 600; | |
cursor: pointer; | |
font-family: 'IBM Plex Sans', sans-serif; | |
margin: 0.5rem !important; | |
padding: 0.5rem !important; | |
} | |
/* Other Styles */ | |
#gallery { | |
min-height: 22rem; | |
margin: auto; | |
border-bottom-right-radius: 0.5rem !important; | |
border-bottom-left-radius: 0.5rem !important; | |
} | |
.image-container { | |
max-width: 100%; | |
margin: auto; | |
padding: 20px; | |
border: 1px solid #ccc; | |
border-radius: 10px; | |
overflow: hidden; | |
max-height: 22rem; | |
} | |
.image-container img { | |
max-width: 100%; | |
height: auto; | |
max-height: 100%; | |
border-radius: 10px; | |
box-shadow: 0px 2px 4px rgba(0, 0, 0, 0.2); | |
} | |
""" | |
with gr.Blocks(css=css) as demo: | |
with gr.Row(): | |
with gr.Column(): | |
gr.Markdown("<h1>NSFW-GEN-ANIME</h1>") | |
text_prompt = gr.Textbox(label="Enter Prompt", placeholder="Example: a cute dog", lines=2) | |
generate_button = gr.Button("Generate Image", variant='primary') | |
with gr.Column(): | |
gr.Markdown("<h4>Advanced Settings</h4>") | |
with gr.Accordion("Advanced Customizations", open=False): | |
negative_prompt = gr.Textbox(label="Negative Prompt (Optional)", placeholder="Example: blurry, unfocused", lines=2) | |
image_style = gr.Dropdown(label="Select Style", choices=["None style", "Cinematic", "Digital Art", "Portrait","Anime", "Fantasy art"], value="None style") | |
with gr.Row(): | |
image_output = gr.Image(type="pil", label="Output Image") | |
generate_button.click(generate_txt2img, inputs=[text_prompt, negative_prompt, image_style], outputs=image_output) | |
demo.launch() | |