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Create app.py
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app.py
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import gradio as gr
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from gradio.themes.base import Base
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from typing import Iterable
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import random
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from gradio.themes.utils import colors, fonts, sizes
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import requests
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import io
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from PIL import Image
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import os
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API_URL = os.environ.get("MODEL_API_URL")
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def query(payload):
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auth_hf_api_token = os.environ.get("AUTH_HF_API_TOKEN")
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authorization = "Bearer " + auth_hf_api_token
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headers = {"Authorization": authorization}
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response = requests.post(API_URL, headers=headers, json=payload)
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return response.content
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def genImage(prompt, negative_prompt, steps, cfg_scale, width, height, seed):
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image_bytes = query(
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{
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"inputs": prompt,
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"negative_prompt": negative_prompt,
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"steps": steps,
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"cfg_scale": cfg_scale,
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"sampler": "DPM++ 2M Karras",
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"width": width,
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"height": height,
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"seed": seed
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}
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)
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image = Image.open(io.BytesIO(image_bytes))
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return image
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class Seafoam(Base):
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def __init__(
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self,
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*,
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primary_hue: colors.Color | str = colors.blue,
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secondary_hue: colors.Color | str = colors.blue,
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neutral_hue: colors.Color | str = colors.gray,
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spacing_size: sizes.Size | str = sizes.spacing_md,
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radius_size: sizes.Size | str = sizes.radius_md,
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text_size: sizes.Size | str = sizes.text_md,
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font: fonts.Font
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| str
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| Iterable[fonts.Font | str] = (
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fonts.GoogleFont("Quicksand"),
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"ui-sans-serif",
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"sans-serif",
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),
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font_mono: fonts.Font
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| str
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| Iterable[fonts.Font | str] = (
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fonts.GoogleFont("IBM Plex Mono"),
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"ui-monospace",
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"monospace",
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),
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):
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super().__init__(
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primary_hue=primary_hue,
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secondary_hue=secondary_hue,
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neutral_hue=neutral_hue,
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spacing_size=spacing_size,
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radius_size=radius_size,
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text_size=text_size,
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font=font,
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font_mono=font_mono,
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)
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theme = Seafoam(radius_size=gr.themes.sizes.radius_sm).set(body_background_fill="white")
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with gr.Blocks(theme=theme) as demo:
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gr.HTML(
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"""
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<div style="text-align: center; margin: 0 auto;">
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<div style="display: inline-flex; align-items: center;gap: 0.8rem;font-size: 1.75rem;">
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<h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px">
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AI Cartoon Generator
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</h1>
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</div>
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<p>AI Character Generator creator by <a href="https://aicartoongenerator.net/" title="AI Cartoon Generator">https://aicartoongenerator.net/</a><p>
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</div>
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"""
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)
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with gr.Row():
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with gr.Column():
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prompt = gr.Textbox(label="Prompt", placeholder="a cute cat, 8k",value="a cute cat, 8k", show_label=True, lines=5)
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with gr.Row():
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with gr.Accordion("Additionals inputs", open=False):
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with gr.Column(scale=1):
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negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry", placeholder="What you don't want to see in the image", show_label=True, lines=1)
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with gr.Column(scale=1):
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steps = gr.Slider(label="Sampling Steps", minimum=1, maximum=30, value=25, step=1)
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cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, value=7, step=1)
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seed = gr.Number(label="Seed", value=-1)
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with gr.Column(scale=1):
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width = gr.Slider(label="↔️ Width", minimum=1024, maximum=1024, value=1024, step=8)
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height = gr.Slider(label="↕️ Height", minimum=1024, maximum=1024, value=1024, step=8)
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text_button = gr.Button("Generate", variant='primary')
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with gr.Column():
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image_output = gr.Image(type="pil", label="Output Image",height="auto",show_share_button=False)
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text_button.click(genImage, inputs=[prompt, negative_prompt, steps, cfg_scale, width, height, seed], concurrency_limit=100,outputs=image_output)
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with gr.Row():
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gr.Examples(
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examples=[
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"It’s spring, a super cute little girl IP sitting on a huge flower as if dreaming, sunny day, chibi, 3D,natural lighting, full body portralt, 8k best quality, super detail, super detail, Ultra HD",
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"A high-detail Pixar-style, especially Wreck-It Ralph style woman cartoon character with long brown hair and black eyes with big smile in a peaceful and happy scene, set in an environment with natural and clear weather, enhanced with bright sunshine.",
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"A high-detail Pixar-style, especially Wreck-It Ralph style woman cartoon character with long brown hair and black eyes with big smile In a joyful Christmas scene, set in a snowy environment during the night, where the twinkling lights create an atmosphere full of hope and festive cheer."
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],
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inputs=prompt
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)
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