Breaking News: Grepper is joining You.com. Read the official announcement!

add color jitter to image

Relieved Rabbit answered on August 25, 2022 Popularity 1/10 Helpfulness 1/10

answer add color jitter to image

add color jitter to image

Comment

def color_jitter(x, strength=[0.4, 0.4, 0.4, 0.1]):
    x = tf.image.random_brightness(x, max_delta=0.8 * strength[0])
    x = tf.image.random_contrast(
        x, lower=1 - 0.8 * strength[1], upper=1 + 0.8 * strength[1]
    )
    x = tf.image.random_saturation(
        x, lower=1 - 0.8 * strength[2], upper=1 + 0.8 * strength[2]
    )
    x = tf.image.random_hue(x, max_delta=0.2 * strength[3])
    # Affine transformations can disturb the natural range of
    # RGB images, hence this is needed.
    x = tf.clip_by_value(x, 0, 255)
    return x

Popularity 1/10 Helpfulness 1/10 Language python

Source: keras.io

Tags: add image jitter python

Link to this answer
Share Copy Link

Contributed on Aug 25 2022

Relieved Rabbit

0 Answers Avg Quality 2/10

Continue with Google

By continuing, I agree that I have read and agree to Greppers's Terms of Service and Privacy Policy.

add color jitter to image

Contents

More Related Answers

add color jitter to image

Grepper

Documentation

Social

Legal

Contact

Oops, You will need to install Grepper and log-in to perform this action.