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import gradio as gr | |
from transformers import pipeline | |
pipe = pipeline("image-to-text", model="nlpconnect/vit-gpt2-image-captioning") | |
def generate_caption(image): | |
result = pipe(image) | |
return result[0]["generated_text"].strip() | |
title = "🖼️ Image Caption Generator" | |
description = "Upload an image and get a caption" | |
demo = gr.Interface( | |
fn=generate_caption, | |
inputs=gr.Image(type="pil"), | |
outputs=gr.Textbox(label="Generated Caption"), | |
title=title, | |
description=description, | |
flagging_mode="never" | |
) | |
if __name__ == "__main__": | |
demo.launch(share=False) | |