# 1. save this file into folder named: `docker` in the name `Dockerfile`
# 2. install docker desktop (for windows)
# 3. from `cmd` run:

cd docker
docker build -t detectron2:v0 .
docker run --gpus all -d --shm-size=12gb -p 5001:5001 --env="DISPLAY" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" --name=detectron2 detectron2:v0


# and to test is from your PC execute the command:
curl -X POST -F "image=@path/to/your/input.jpg" http://localhost:5001/detect -o output.jpg


-------------------------  Cheat-sheet:  ---------------------------

# Build:
docker build -t detectron2:v0 .

# Launch new container from the built docker image (require GPUs):
docker run --gpus all -it --shm-size=12gb -p 5001:5001 --env="DISPLAY" --volume="/tmp/.X11-unix:/tmp/.X11-unix:rw" --name=detectron2 detectron2:v0

# launch the existing container:
docker start detectron2

# Connect to the Container in Interactive Mode:
docker exec -it detectron2 /bin/bash

# create a linux wheel file for detectron2:
cd /home/tron2/detectron2_repo/
python3 setup.py bdist_wheel
# created file will be at:
/home/tron2/detectron2_repo/dist/detectron2-0.6-cp311-cp311-linux_x86_64.whl