Digital Image Art Style Transfer Algorithm Based on CycleGAN

Algorithm 1

GAN algorithm.

	BEGIN
	FOR training iterations DO:
	Extract m noise samples [z^(1),…, z^(m)]from the noise data .
	Extract m noise samples [x^(1),…, x^(m)]from the real data pdata(x).
	Optimize the parameters of the discriminant network through stochastic gradient ascent. .
	Extract m noise samples[z^(1),…, z^(m)]from the noise data .
	Generate network parameters through stochastic gradient descent optimization.