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Create app.py

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  1. app.py +169 -0
app.py ADDED
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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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+
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+ repo = "artificialguybr/TshirtDesignRedmond-V2"
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+
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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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+
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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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+ # "Authorization": f"Bearer {token}" # Uncomment and use your Hugging Face API token
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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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+
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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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+
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+ # Customized CSS and JS for Enhanced UI
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+ custom_css = """
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+ body {
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+ font-family: 'Poppins', sans-serif;
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+ background-color: #f8f9fa;
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+ margin: 0;
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+ padding: 0;
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+ }
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+
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+ #component-1, #component-2, #component-3 {
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+ margin-bottom: 20px;
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+ }
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+
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+ .gradio-container {
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+ width: 90%;
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+ max-width: 1200px;
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+ margin: auto;
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+ padding: 20px;
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+ box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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+ border-radius: 12px;
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+ background: white;
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+ position: relative;
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+ }
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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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+ background-color: #007bff;
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+ border: none;
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+ color: white;
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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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+ box-shadow: 0px 8px 15px rgba(0, 123, 255, 0.2);
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+ }
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+
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+ button:hover {
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+ background-color: #0056b3;
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+ box-shadow: 0px 15px 20px rgba(0, 123, 255, 0.4);
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+ transform: translateY(-2px);
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+ }
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+
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+ textarea {
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+ border: 2px solid #ccc;
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+ border-radius: 8px;
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+ padding: 10px;
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+ font-size: 1rem;
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+ }
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+
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+ textarea:focus {
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+ border-color: #007bff;
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+ }
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+
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+ .gr-input {
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+ padding: 10px;
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+ border: 2px solid #ccc;
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+ border-radius: 8px;
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+ transition: 0.3s;
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+ }
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+
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+ .gr-input:focus {
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+ border-color: #007bff;
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+ outline: none;
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+ }
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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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+ }
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+
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+ .flashy-btn {
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+ animation: flash 1.5s infinite;
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+ }
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+
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+ @keyframes flash {
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+ 0%, 100% {
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+ box-shadow: 0 0 10px #007bff, 0 0 40px #007bff, 0 0 80px #007bff;
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+ }
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+ 50% {
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+ box-shadow: 0 0 20px #0056b3, 0 0 50px #0056b3, 0 0 100px #0056b3;
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+ }
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+ }
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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 button = document.querySelector('button');
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+ button.addEventListener('mouseenter', () => {
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+ button.classList.add('flashy-btn');
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+ });
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+ button.addEventListener('mouseleave', () => {
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+ button.classList.remove('flashy-btn');
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+ });
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+ });
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+ </script>
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+ """
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+
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+ # Create the Gradio interface
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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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+
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+ generate_button.click(infer, inputs=[color_prompt, Back_cover_prompt, design_prompt], outputs=output)
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+
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+ # Launch the app
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+ interface.launch(debug=True)