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Update app.py
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app.py
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import gradio as gr
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from google.genai import types
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from PIL import Image
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from io import BytesIO
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import base64
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@@ -20,43 +19,41 @@ extra limbs, disfigured, deformed, body out of frame, bad anatomy, watermark, si
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cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face
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"""
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def enhance_prompt(
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model = client.get_model('gemini-pro')
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enhanced_prompt_request = f"Enhance the following prompt for image generation in the style of {style}. Make it more detailed and vivid, while keeping the original intent: '{prompt}'"
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response = model.generate_content(enhanced_prompt_request)
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return response.text
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def generate_image(
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full_prompt = f"{enhanced_prompt}\nStyle: {style}\nNegative prompt: {negative_prompt}"
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response =
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model='imagen-3.0-generate-002',
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prompt=full_prompt,
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config=types.GenerateImagesConfig(
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number_of_images=1,
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)
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)
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image_bytes = response.generated_images[0].image.image_bytes
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image = Image.open(BytesIO(image_bytes))
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# Convert PIL Image to base64 string
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode()
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def process_and_generate(api_key, prompt, style, negative_prompt):
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return image_url, enhanced_prompt
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with gr.Blocks() as demo:
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gr.Markdown("# Google
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with gr.Row():
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with gr.Column(scale=1):
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import gradio as gr
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import google.generativeai as genai
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from PIL import Image
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from io import BytesIO
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import base64
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cut off, low contrast, underexposed, overexposed, bad art, beginner, amateur, distorted face
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"""
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def enhance_prompt(model, prompt, style):
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enhanced_prompt_request = f"Enhance the following prompt for image generation in the style of {style}. Make it more detailed and vivid, while keeping the original intent: '{prompt}'"
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response = model.generate_content(enhanced_prompt_request)
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return response.text
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def generate_image(model, enhanced_prompt, style, negative_prompt):
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full_prompt = f"{enhanced_prompt}\nStyle: {style}\nNegative prompt: {negative_prompt}"
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response = model.generate_content([full_prompt, "generate an image"])
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if response.parts[0].image:
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image_bytes = response.parts[0].image.to_bytes()
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image = Image.open(BytesIO(image_bytes))
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# Convert PIL Image to base64 string
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buffered = BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode()
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return f"data:image/png;base64,{img_str}"
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else:
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return None
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def process_and_generate(api_key, prompt, style, negative_prompt):
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genai.configure(api_key=api_key)
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text_model = genai.GenerativeModel('gemini-pro')
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image_model = genai.GenerativeModel('gemini-pro-vision')
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enhanced_prompt = enhance_prompt(text_model, prompt, style)
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image_url = generate_image(image_model, enhanced_prompt, style, negative_prompt)
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return image_url, enhanced_prompt
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with gr.Blocks() as demo:
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gr.Markdown("# Google Gemini Image Generator")
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with gr.Row():
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with gr.Column(scale=1):
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