Horus7 commited on
Commit
d08200f
1 Parent(s): b449754

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +11 -11
app.py CHANGED
@@ -9,7 +9,7 @@ from tensorflow.keras.utils import load_img
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  # Charger le modèle
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- model = load_model('model_cv.h5')
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  def format_decimal(value):
@@ -20,16 +20,16 @@ def detect(img):
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  img = np.expand_dims(img, axis=0)
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  img = img/255
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  prediction = model.predict(img)[0]
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- if prediction[0] <= 0.80:
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- return "Pneumonia Detected!"
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-
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- return "Pneumonia Not Detected!"
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- # if format_decimal(prediction[0]) >= "0.5":
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- # return "Risque d'infection bactérienne"
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- # if format_decimal(prediction[1]) >= "0.5":
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- # return "Poumon sain"
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- # if format_decimal(prediction[2]) >= "0.5":
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- # return "Risque d'infection biologique"
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  # result = detect(img)
 
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  # Charger le modèle
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+ model = load_model('model_multi.h5')
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  def format_decimal(value):
 
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  img = np.expand_dims(img, axis=0)
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  img = img/255
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  prediction = model.predict(img)[0]
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+ # if prediction[0] <= 0.80:
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+ # return "Pneumonia Detected!"
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+
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+ # return "Pneumonia Not Detected!"
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+ if format_decimal(prediction[0]) >= "0.5":
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+ return "Risque d'infection bactérienne"
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+ if format_decimal(prediction[1]) >= "0.5":
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+ return "Poumon sain"
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+ if format_decimal(prediction[2]) >= "0.5":
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+ return "Risque d'infection biologique"
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  # result = detect(img)