Resource download address ：https://download.csdn.net/download/sheziqiong/85718980
Catalog
Quadratic avatar generator 2
Background of the topic 2
Experimental process 2
Introduction to the algorithm 2
Environment building 、 Run routines 3
Training set optimization 4
More images ！ 4
What happens when you train only one person ？ 5
that , Train a group of people with similar painting styles ？ 6
Make a great achievement 7
network optimization 8
Understand the fundamentals 9
DCGAN 10
Other technologies 12
ReLU and LeakyReLU 12
loss And learning rate control 12
Random gradient descent method 13
Results display 13
Summary and analysis 14
reference 15
Quadratic avatar generator
Background of the topic
The first time I heard GAN The word , I saw an introduction on the video website AI Graphics generator video .
People only need to specify the sky on the blank canvas 、 Grass and other elements , And outline the object , You can create a landscape that looks like a real scene shot . even to the extent that , You can also change colors and themes .
This video can be said to have subverted my cognition of artificial intelligence at that time , It is like magic to achieve real intelligence . Sophomores think that , Trying to reproduce such an algorithm is overkill . But take the course of multimedia technology as an opportunity , We decided to challenge .
After reading the paper and collecting the data, we know that , The core algorithm of this function is GAUGAN, It's a network of countermeasures GAN An application of . Final , We have chosen the theme of this time ： Use GAN Generate a quadratic avatar .
Resource download address ：https://download.csdn.net/download/sheziqiong/85718980
