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Update app.py
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app.py
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@@ -9,10 +9,10 @@ processor = AutoProcessor.from_pretrained("microsoft/kosmos-2-patch14-224")
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# The original Kosmos-2 demo saves the image first then reload it. For some images, this will give slightly different image input and change the generation outputs.
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prompt = ""
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def describe_image(image_path):
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inputs = processor(text=
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generated_ids = model.generate(
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pixel_values=inputs["pixel_values"],
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@@ -34,7 +34,7 @@ def describe_image(image_path):
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import gradio as gr
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gr_app = gr.Interface(fn=describe_image, inputs=[gr.Image(label="Upload an image for description", type='pil')],
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outputs=[gr.Textbox(label="Image description")], title="App for image description")
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if __name__ == "__main__":
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# The original Kosmos-2 demo saves the image first then reload it. For some images, this will give slightly different image input and change the generation outputs.
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prompt = "{question}"
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def describe_image(image_path, question):
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inputs = processor(text=question, images=image_path, return_tensors="pt")
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generated_ids = model.generate(
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pixel_values=inputs["pixel_values"],
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import gradio as gr
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gr_app = gr.Interface(fn=describe_image, inputs=[gr.Image(label="Upload an image for description", type='pil'), "text"],
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outputs=[gr.Textbox(label="Image description")], title="App for image description")
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if __name__ == "__main__":
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