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Runtime error
blaise
commited on
Commit
•
a06bf32
1
Parent(s):
591da62
Added requirements and app file
Browse files- app.py +19 -0
- requirements.txt +2 -0
app.py
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import gradio as gr
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from sentence_transformers import SentenceTransformer,util
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model = SentenceTransformer("sentence-transformers/clip-ViT-L-14")
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def predict(im1, im2):
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sim=util.cos_sim(model.encode(im1),model.encode(im2)).item()
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if sim > 0.8:
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return sim, "SAME PERSON, UNLOCK PHONE"
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else:
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return sim, "DIFFERENT PEOPLE, DON'T UNLOCK"
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interface = gr.Interface(fn=predict,
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inputs= [gr.Image(type="pil", source="webcam"),
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gr.Image(type="pil", source="webcam")],
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outputs= [gr.Number(label="Similarity"),
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gr.Textbox(label="Message")]
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)
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interface.launch()
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requirements.txt
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gradio
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sentence_transformers
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