dqnguyen commited on
Commit
fe2431f
1 Parent(s): 8217513

Update app.py

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Files changed (1) hide show
  1. app.py +11 -2
app.py CHANGED
@@ -6,8 +6,17 @@ pipeline = pipeline(task="image-classification", model="dqnguyen/vit-base_diabet
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  def predict(image):
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  predictions = pipeline(image)
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- return {p["label"]: p["score"] for p in predictions}
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-
 
 
 
 
 
 
 
 
 
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  gr.Interface(
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  predict,
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  inputs=gr.inputs.Image(label="Upload an image (Tải một bức ảnh vét loét tiểu đường)", type="filepath"),
 
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  def predict(image):
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  predictions = pipeline(image)
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+ #return {p["label"]: p["score"] for p in predictions}
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+ results = {}
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+ for p in predictions:
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+ if p["label"] == "MoHat":
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+ results["Granulation tissue (Mô hạt)"] = p["score"]
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+ elif p["label"] == "MoGiaMacNhiemKhuan":
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+ results["Pseudomembranous tissue with a bacterial infection (Mô giả mạc nhiễm khuẩn)"] = p["score"]
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+ elif p["label"] == "MoHoaiTu":
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+ results["Necrotic tissue (Mô hoại tử)"] = p["score"]
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+ return results
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+
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  gr.Interface(
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  predict,
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  inputs=gr.inputs.Image(label="Upload an image (Tải một bức ảnh vét loét tiểu đường)", type="filepath"),