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Keras IoU implementation

Are there any implementations of Intersection over Union metric in Keras 2.1.*?

kerasiou
2 votesJO220.00
1 Answers
NN138.00
2
def mean_iou(y_true, y_pred):
    y_pred = K.cast(K.greater(y_pred, .5), dtype='float32') # .5 is the threshold
    inter = K.sum(K.sum(K.squeeze(y_true * y_pred, axis=3), axis=2), axis=1)
    union = K.sum(K.sum(K.squeeze(y_true + y_pred, axis=3), axis=2), axis=1) - inter
    return K.mean((inter + K.epsilon()) / (union + K.epsilon()))
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