darshan8950 commited on
Commit
c831efa
·
1 Parent(s): 1c02d26

Update app.py

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Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -10,14 +10,14 @@ model, vis_processors, _ = load_model_and_preprocess(name="blip_caption", model_
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  # Define the input and output functions for Gradio
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  def generate_caption(image_file):
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- image = cv2.imread(image_file)
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  # Preprocess the image using the Blip-Caption model's visual processors
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- image = vis_processors["eval"](raw_image).unsqueeze(0)
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  # Generate captions using the Blip-Caption model
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  captions = model.generate({"image": image}, use_nucleus_sampling=True, num_captions=5)
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- return captions[0]
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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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  # Define the input and output functions for Gradio
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  def generate_caption(image_file):
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+
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  # Preprocess the image using the Blip-Caption model's visual processors
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+ image = vis_processors["eval"](image).unsqueeze(0)
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  # Generate captions using the Blip-Caption model
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  captions = model.generate({"image": image}, use_nucleus_sampling=True, num_captions=5)
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+ return captions
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  # Set up the Gradio interface
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  #inputs = gr.inputs.Image(type="pil",label="Image")