LSUN (Large-scale Scene Understanding, https://www.yf.io/p/lsun) is a large image dataset with 10 scene categories and 20 object categories. You can get the downloading toolkit from https://github.com/fyu/lsun. We will use the bedroom category to train our DCGAN, which has more than 3 million bedroom photos:
$ git clone https://github.com/fyu/lsun.git$ cd lsun$ python download.py -c bedroom
You can also export the images as individual files with python data.py export bedroom_train_lmdb --out_dir bedroom_train_img so that you can easily use these images for other projects. But try not to directly open the image folder with your file manager. It will take a lot of RAM and time.
The dataset is ...
