Commit
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b37e35e
1
Parent(s):
3a2facc
Update app.py
Browse files
app.py
CHANGED
@@ -2,7 +2,7 @@ import gradio as gr
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import torch
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from PIL import Image
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from lavis.models import load_model_and_preprocess
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-
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# Load the Blip-Caption model
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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@@ -20,13 +20,13 @@ def generate_caption(image_file):
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captions = model.generate({"image": image}, use_nucleus_sampling=True, num_captions=5)
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res=" "
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for i in captions:
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res=res+",
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return (res)
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# Set up the Gradio interface
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inputs = gr.inputs.Image(type="pil",label="Image")
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outputs = gr.Textbox(label="Captions")
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interface = gr.Interface(fn=generate_caption, inputs=inputs, outputs=
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# Launch the interface
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interface.launch(share=True)
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import torch
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from PIL import Image
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from lavis.models import load_model_and_preprocess
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+
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# Load the Blip-Caption model
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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captions = model.generate({"image": image}, use_nucleus_sampling=True, num_captions=5)
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res=" "
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for i in captions:
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res=res+", "+i
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return (res)
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# Set up the Gradio interface
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inputs = gr.inputs.Image(type="pil",label="Image")
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outputs = gr.Textbox(label="Captions")
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interface = gr.Interface(fn=generate_caption, inputs=inputs, outputs=outputs, title="Blip-Caption")
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# Launch the interface
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interface.launch(share=True)
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