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Memory usage too much about tensorflow-101 HOT 1 CLOSED

serengil avatar serengil commented on May 27, 2024
Memory usage too much

from tensorflow-101.

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serengil avatar serengil commented on May 27, 2024

You might apply filter on df based on gender. I mean that if you would like to find the one look-alike you and your gender is male, then discard female instances in the data frame. In this way, you can decrease the number of instances to the half.

df = df[df['gender'] >= 1] #0: man, 1: woman

Also, increasing the face score will decrease the number of instances as well.

df = df[df['face_score'] >= 3]

from tensorflow-101.

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