Spaces:
Running
Running
added slider
Browse files
app.py
CHANGED
@@ -1,11 +1,11 @@
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from sentence_transformers import util,
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model = SentenceTransformer('clip-ViT-L-14')
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def predict(im1, im2):
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img_emb = model.encode([im1, im2])
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sim = util.cos_sim(img_emb[0], img_emb[1])
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if sim >
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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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@@ -16,7 +16,8 @@ title = "Facial Identity Recognition System"
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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(
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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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from sentence_transformers import util,SentenceTransformer
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model = SentenceTransformer('clip-ViT-L-14')
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def predict(im1, im2,inp_sim):
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img_emb = model.encode([im1, im2])
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sim = util.cos_sim(img_emb[0], img_emb[1])
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if sim > inp_sim:
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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"),
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gr.Slider(0, 1, value=0.8, label="Similarity Percentage", info="Choose betwen 0 and 1")],
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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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