Created
May 17, 2018 07:11
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Tensorflow Add Gaussian Noise
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| def add_gaussian_noise(image): | |
| # image must be scaled in [0, 1] | |
| with tf.name_scope('Add_gaussian_noise'): | |
| noise = tf.random_normal(shape=tf.shape(image), mean=0.0, stddev=(50)/(255), dtype=tf.float32) | |
| noise_img = image + noise | |
| noise_img = tf.clip_by_value(noise_img, 0.0, 1.0) | |
| return noise_img |
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You helped me a lot !