Update app.py
Browse files
app.py
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@@ -2,6 +2,7 @@ import gradio as gr
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import requests
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from PIL import Image
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from transformers import BlipProcessor, BlipForConditionalGeneration
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processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
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model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
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@@ -15,7 +16,12 @@ def caption(img, min_len, max_len):
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return processor.decode(out[0], skip_special_tokens=True)
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def greet(img, min_len, max_len):
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-
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iface = gr.Interface(fn=greet,
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title='Blip Image Captioning Large',
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import requests
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from PIL import Image
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from transformers import BlipProcessor, BlipForConditionalGeneration
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import time
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processor = BlipProcessor.from_pretrained("Salesforce/blip-image-captioning-large")
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model = BlipForConditionalGeneration.from_pretrained("Salesforce/blip-image-captioning-large")
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return processor.decode(out[0], skip_special_tokens=True)
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def greet(img, min_len, max_len):
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start = time.time()
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result = caption(img, min_len, max_len)
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end = time.time()
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total_time = str(end - start)
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result = result + '\n' + total_time + ' seconds'
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return result
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iface = gr.Interface(fn=greet,
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title='Blip Image Captioning Large',
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