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import gradio as gr | |
from openai import OpenAI | |
import httpx | |
# List of popular styles | |
STYLES = [ | |
"Photorealistic", "Oil Painting", "Watercolor", "Anime", | |
"Studio Ghibli", "Black and White", "Polaroid", "Sketch", | |
"3D Render", "Pixel Art", "Cyberpunk", "Steampunk", | |
"Art Nouveau", "Pop Art", "Minimalist" | |
] | |
# Default negative prompt | |
DEFAULT_NEGATIVE_PROMPT = """ | |
ugly, tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, | |
extra limbs, disfigured, deformed, body out of frame, bad anatomy, watermark, signature, | |
cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face | |
""" | |
def enhance_prompt(client, prompt, style): | |
enhanced_prompt_request = f"Enhance the following prompt for DALL-E 3 image generation in the style of {style}. Make it more detailed and vivid, while keeping the original intent: '{prompt}'" | |
response = client.chat.completions.create( | |
model="gpt-4", | |
messages=[ | |
{"role": "system", "content": "You are an expert at creating detailed, vivid prompts for image generation."}, | |
{"role": "user", "content": enhanced_prompt_request} | |
] | |
) | |
return response.choices[0].message.content.strip() | |
def generate_image(api_key, prompt, style, negative_prompt): | |
client = OpenAI(api_key=api_key, http_client=httpx.Client()) | |
enhanced_prompt = enhance_prompt(client, prompt, style) | |
full_prompt = f"{enhanced_prompt}\nNegative prompt: {negative_prompt}" | |
response = client.images.generate( | |
model="dall-e-3", | |
prompt=full_prompt, | |
size="1024x1024", | |
quality="standard", | |
n=1 | |
) | |
return response.data[0].url, enhanced_prompt | |
def process_and_generate(api_key, prompt, style, negative_prompt): | |
client = OpenAI(api_key=api_key, http_client=httpx.Client()) | |
enhanced_prompt = enhance_prompt(client, prompt, style) | |
image_url, _ = generate_image(api_key, enhanced_prompt, style, negative_prompt) | |
return image_url, enhanced_prompt | |
with gr.Blocks() as demo: | |
gr.Markdown("# DALL-E 3 Image Generator") | |
with gr.Row(): | |
with gr.Column(scale=1): | |
api_key = gr.Textbox(label="OpenAI API Key", type="password") | |
prompt = gr.Textbox(label="Prompt") | |
style = gr.Dropdown(label="Style", choices=STYLES) | |
negative_prompt = gr.Textbox(label="Negative Prompt", value=DEFAULT_NEGATIVE_PROMPT) | |
generate_btn = gr.Button("Generate Image") | |
with gr.Column(scale=1): | |
image_output = gr.Image(label="Generated Image") | |
enhanced_prompt_output = gr.Textbox(label="Enhanced Prompt") | |
generate_btn.click( | |
process_and_generate, | |
inputs=[api_key, prompt, style, negative_prompt], | |
outputs=[image_output, enhanced_prompt_output] | |
) | |
demo.launch() |