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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 PIL import Image
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from transformers import BlipProcessor, BlipForConditionalGeneration
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import torch
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# Load model and processor
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processor = BlipProcessor.from_pretrained(
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"Salesforce/blip-image-captioning-base"
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)
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model = BlipForConditionalGeneration.from_pretrained(
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"Salesforce/blip-image-captioning-base"
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)
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def generate_alt_text(image: Image.Image):
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if image is None:
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return ""
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inputs = processor(image, return_tensors="pt")
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with torch.no_grad():
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output = model.generate(
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**inputs,
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max_new_tokens=50
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)
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caption = processor.decode(
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output[0],
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skip_special_tokens=True
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)
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alt_text = f"Alt text: {caption.capitalize()}."
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return alt_text
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# Gradio UI
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with gr.Blocks(title="Alt Text Generator") as demo:
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gr.Markdown("""
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# 🖼️ Alt Text Generator
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Upload an image and instantly generate SEO-friendly and accessibility-ready alt text.
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""")
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with gr.Row():
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image_input = gr.Image(
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type="pil",
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label="Upload Image"
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)
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alt_text_output = gr.Textbox(
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label="Generated Alt Text",
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lines=4,
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placeholder="Your alt text will appear here..."
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)
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generate_btn = gr.Button("Generate Alt Text 🚀")
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generate_btn.click(
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fn=generate_alt_text,
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inputs=image_input,
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outputs=alt_text_output
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)
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gr.Markdown("""
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### ✅ How to use
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- Upload an image
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- Click **Generate Alt Text**
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- Copy & paste into your website's `<img alt="">` attribute
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""")
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demo.launch()
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