GAN

It is a project using GAN (Generative Asversarial Network) and training by CIFAR-10 dataset.

1.Computer Environment

Detailed information of training envionment could been seen as follows. Paddlepaddle, one of the most mature and perfect deep learning framework in China, as similar as Pytorch, has been rapidly debeloping in recent years. Due to large dataset in CIFAR-10, GPU is needed in training. By the way, Baidu AIstudio provides free GPU and programing environment for registrars.

Framework	Language	GPU	Dataset
Paddlepaddle	python3.7	True	CIFAR-10

2.CIFAR-10 DATASET

3.TRIAN

Jupyter NoteBook, a training platform, is used to program and run code. Therefore, you can see the 12345 in CIFAR-10-GAN , which is different cell of Jupyter NoteBook.
The image of trianing result are listed as follows.