ompugao / dm6190

Installation

pip install -r requirements.txt

Data

The Semantic Drone Dataset https://www.tugraz.at/index.php?id=22387

deprecated

smaller dataset is created with the following command:

# deprecated
mkdir -p semantic_drone_dataset/small_images semantic_drone_dataset/small_label_images_semantic
size=1440x960
# #size=720x480
# should be the multiple of 32 for unet
mogrify -path semantic_drone_dataset/small_images -resize $size semantic_drone_dataset/original_images/*.jpg
mogrify -path semantic_drone_dataset/small_label_images_semantic -resize $size semantic_drone_dataset/label_images_semantic/*.png

docker

docker build -t ompugao/dm6190_pytorch -f docker/Dockerfile .