pygan.noisesampler.imagenoisesampler package

Submodules

pygan.noisesampler.imagenoisesampler.convolve_image_noise_sampler module

class pygan.noisesampler.imagenoisesampler.convolve_image_noise_sampler.ConvolveImageNoiseSampler(batch_size, image_dir, seq_len=None, gray_scale_flag=True, wh_size_tuple=(100, 100), norm_mode='z_score')

Bases: pygan.noisesampler.image_noise_sampler.ImageNoiseSampler

Sampler which draws samples from the noise prior of images and has convolution operator to convolve sampled image data.

This sampler will not learn as CNNs model but condition input noise.

conv_layer

getter

generate()

Draws samples from the true distribution.

Returns:np.ndarray of samples.

get_conv_layer()

getter

set_conv_layer(value)

setter

Module contents