daniyal214
commited on
Commit
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3376fed
1
Parent(s):
e904b51
Update app.py
Browse files
app.py
CHANGED
@@ -1,12 +1,18 @@
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import gradio as gr
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from transformers import pipeline
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pipe = pipeline("image-to-text", model="daniyal214/finetuned-blip-chest-xrays")
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def get_captions(
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iface = gr.Interface(fn = get_captions, inputs = "image", outputs = ['text'], title="X-rays Image Caption Generator")
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iface.launch()
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import gradio as gr
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from transformers import pipeline
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from PIL import Image
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import numpy as np
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pipe = pipeline("image-to-text", model="daniyal214/finetuned-blip-chest-xrays")
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def get_captions(input_image):
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# Convert the received image to a PIL Image
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image = Image.fromarray((input_image * 255).astype(np.uint8))
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# Pass the PIL image to the pipeline
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result = pipe(image)
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result = result[0]['generated_text']
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return result
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iface = gr.Interface(fn = get_captions, inputs = "image", outputs = ['text'], title="X-rays Image Caption Generator")
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iface.launch()
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