snow_crystal_segmentation

Semantic segmentation of ice crystals

Pre-requisites

Data

The original tif data should be converted to png in prior. For instructions please refer to this LINK.

Docker

• install docker: LINK
• finish the post install steps: LINK
• install nvidia docker: LINK

Build the tensorflow cuda docker by:

cd model/docker
docker build -t cuda-tensorflow .

How to run it

Modify the DATA_FOLDER variable in the model/run.sh file and just run it as

./model/run.sh
./tools/run_inference.sh