deeptrack.noises Module#

Features for introducing noise to images.

Classes#

Noise

Base abstract noise class.

Offset, Background

Adds a constant value to an image.

Gaussian

Adds IID Gaussian noise to an image.

Poisson

Adds Poisson-distributed noise to an image.

Classes#

Background(offset, **kwargs)

Adds a constant value to an image Parameters ---------- offset : float The value to add to the image

ComplexGaussian([mu, sigma])

Feature([_input])

Base feature class.

Gaussian([mu, sigma])

Adds IID Gaussian noise to an image

Image(value[, copy])

Wrapper for array-like values with property tracking.

Noise([_input])

Base abstract noise class.

Offset

alias of Background

Poisson(*args[, snr, background, max_val])

Adds Poisson-distributed noise to an image