For producing deterministic results given a seed value, use
tf.image.stateless_random_jpeg_quality. Unlike using the seed param
with tf.image.random_* ops, tf.image.stateless_random_* ops guarantee the
same results given the same seed independent of how many times the function is
called, and independent of global seed settings (e.g. tf.random.set_seed).
Args
image
3D image. Size of the last dimension must be 1 or 3.
min_jpeg_quality
Minimum jpeg encoding quality to use.
max_jpeg_quality
Maximum jpeg encoding quality to use.
seed
An operation-specific seed. It will be used in conjunction with the
graph-level seed to determine the real seeds that will be used in this
operation. Please see the documentation of set_random_seed for its
interaction with the graph-level random seed.
Returns
Adjusted image(s), same shape and DType as image.
Raises
ValueError
if min_jpeg_quality or max_jpeg_quality is invalid.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-01-23 UTC."],[],[]]