Compressing GTAV Dataset
- Download dataset from https://download.visinf.tu-darmstadt.de/data/from_games. Only the first two sets will be used for experiments to speed up training, use command
wget -c --no-check-certificate https://download.visinf.tu-darmstadt.de/data/from_games/data/01_images.zip
andwget -c --no-check-certificate https://download.visinf.tu-darmstadt.de/data/from_games/data/02_images.zip
- Extract the zip and combine into
images
folder, with a total of 5,000 images - Change line 22 of
gtav_compression.py
to point to theimages
folder - Change line 22 of
gtav_compression.py
to set the compression levels, from 5 to 95, the higher the value the better the quality, each compression level takes around 8 minutes to complete.
Compressed Dataset https://drive.google.com/drive/u/1/folders/1ly7tkVppXgZQDcyX6HgNn5Qribt9Ilcv