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import gradio as gr |
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import requests |
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import os |
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from PIL import Image |
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from io import BytesIO |
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from tqdm import tqdm |
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import time |
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repo = "artificialguybr/TshirtDesignRedmond-V2" |
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def infer(color_prompt, Phone_type_prompt, design_prompt): |
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prompt = ( |
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f"A single {color_prompt} colored {Phone_type_prompt} back cover featuring a bold {design_prompt} design on the front. The soft light and shadows, creating a striking contrast against the minimal background, evoking modern sophistication.") |
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full_prompt = f"{prompt}" |
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print("Generating image with prompt:", full_prompt) |
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api_url = f"https://api-inference.huggingface.co/models/{repo}" |
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headers = { |
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} |
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payload = { |
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"inputs": full_prompt, |
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"parameters": { |
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"negative_prompt": "(worst quality, low quality, normal quality, lowres, low details, oversaturated, undersaturated, overexposed, underexposed, grayscale, bw, bad photo, bad photography, bad art:1.4), (watermark, signature, text font, username, error, logo, words, letters, digits, autograph, trademark, name:1.2), (blur, blurry, grainy), morbid, ugly, asymmetrical, mutated malformed, mutilated, poorly lit, bad shadow, draft, cropped, out of frame, cut off, censored, jpeg artifacts, out of focus, glitch, duplicate, (airbrushed, cartoon, anime, semi-realistic, cgi, render, blender, digital art, manga, amateur:1.3), (3D ,3D Game, 3D Game Scene, 3D Character:1.1), (bad hands, bad anatomy, bad body, bad face, bad teeth, bad arms, bad legs, deformities:1.3)", |
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"num_inference_steps": 30, |
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"scheduler": "DPMSolverMultistepScheduler" |
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}, |
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} |
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error_count = 0 |
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pbar = tqdm(total=None, desc="Loading model") |
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while True: |
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print("Sending request to API...") |
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response = requests.post(api_url, headers=headers, json=payload) |
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print("API response status code:", response.status_code) |
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if response.status_code == 200: |
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print("Image generation successful!") |
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return Image.open(BytesIO(response.content)) |
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elif response.status_code == 503: |
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time.sleep(1) |
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pbar.update(1) |
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elif response.status_code == 500 and error_count < 5: |
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time.sleep(1) |
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error_count += 1 |
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else: |
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print("API Error:", response.status_code) |
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raise Exception(f"API Error: {response.status_code}") |
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custom_css = """ |
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body { |
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font-family: 'Poppins', sans-serif; |
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margin: 0; |
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padding: 0; |
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transition: background-color 0.3s, color 0.3s; |
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} |
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.light-mode { |
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background-color: #f8f9fa; |
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color: #333; |
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} |
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.dark-mode { |
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background-color: #333; |
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color: #f8f9fa; |
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} |
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button { |
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font-size: 1.2rem; |
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padding: 10px 20px; |
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border-radius: 5px; |
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cursor: pointer; |
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transition: 0.3s all; |
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} |
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button.light-mode { |
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background-color: #007bff; |
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color: #fff; |
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} |
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button.dark-mode { |
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background-color: #444; |
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color: #fff; |
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} |
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textarea { |
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padding: 10px; |
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border-radius: 8px; |
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transition: 0.3s; |
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} |
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textarea.light-mode { |
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background-color: #fff; |
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color: #333; |
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border: 2px solid #ccc; |
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} |
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textarea.dark-mode { |
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background-color: #444; |
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color: #f8f9fa; |
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border: 2px solid #555; |
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} |
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.output-image { |
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max-width: 100%; |
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border-radius: 12px; |
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border: 2px solid #007bff; |
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margin-top: 20px; |
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} |
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""" |
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custom_js = """ |
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<script> |
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document.addEventListener('DOMContentLoaded', function () { |
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const toggleButton = document.createElement('button'); |
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toggleButton.textContent = 'Toggle Light/Dark Mode'; |
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toggleButton.style.marginBottom = '20px'; |
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toggleButton.onclick = () => { |
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document.body.classList.toggle('dark-mode'); |
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document.body.classList.toggle('light-mode'); |
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}; |
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document.body.prepend(toggleButton); |
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document.body.classList.add('light-mode'); // Default to light mode |
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}); |
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</script> |
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""" |
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with gr.Blocks(css=custom_css) as interface: |
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gr.HTML(custom_js) |
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gr.Markdown( |
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""" |
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# **AI Phone Cover Designer** |
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Create custom designs for your brand with AI. Specify color, style, and design details. |
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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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color_prompt = gr.Textbox(label="Color", placeholder="E.g., Red", elem_id="component-1") |
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Back_cover_prompt = gr.Textbox(label="Mobile type", placeholder="E.g., iPhone, Samsung", elem_id="component-2") |
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design_prompt = gr.Textbox(label="Design Details", placeholder="E.g., Bold stripes with geometric patterns", elem_id="component-3") |
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generate_button = gr.Button("Generate Design") |
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with gr.Column(): |
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output = gr.Image(label="Generated Design", elem_id="output-image") |
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generate_button.click(infer, inputs=[color_prompt, Back_cover_prompt, design_prompt], outputs=output) |
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interface.launch(debug=True) |
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