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Update app.py
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app.py
CHANGED
@@ -13,9 +13,8 @@ device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model.to(device)
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# Captioning function
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def generate_caption(
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# Choose image from upload or webcam
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image = webcam_img if webcam_img is not None else upload_img
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if image is None:
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return "No image provided."
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# Preprocess
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@@ -29,13 +28,12 @@ def generate_caption(upload_img, webcam_img):
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with gr.Blocks() as demo:
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gr.Markdown("# Image Captioning with Gradio")
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with gr.Row():
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upload_input = gr.Image(
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webcam_input = gr.Image(source="webcam", type="pil", label="Use Camera")
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output_text = gr.Textbox(label="Caption", interactive=False)
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generate_btn = gr.Button("Generate Caption")
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generate_btn.click(
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fn=generate_caption,
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inputs=
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outputs=output_text
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)
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model.to(device)
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# Captioning function
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def generate_caption(image):
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# Choose image from upload or webcam
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if image is None:
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return "No image provided."
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# Preprocess
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with gr.Blocks() as demo:
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gr.Markdown("# Image Captioning with Gradio")
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with gr.Row():
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upload_input = gr.Image(sources=["upload", "webcam", "clipboard"], type="pil", label="Upload Image")
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output_text = gr.Textbox(label="Caption", interactive=False)
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generate_btn = gr.Button("Generate Caption")
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generate_btn.click(
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fn=generate_caption,
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inputs=upload_input,
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outputs=output_text
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)
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