Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
Use dockerfile
to launch it.
CPU support for Windows
/Linux (recommend)
/MacOS X
GPU support ONLY for linux
, only nvidia graphic support
CPU
docker build -t rescuer_la .
GPU
docker build --file Dockerfile.gpu -t rescuer_la_gpu .
In some distributive (e.g. Debian / Ubuntu) you should run this command before (see issue #8)
sudo xhost +
CPU
docker run --rm \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
GPU
docker run --rm \
--runtime=nvidia \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la_gpu
You can download Liza Alert Drone Dataset
Use dockerfile
to launch it.
CPU support for Windows
/Linux (recommend)
/MacOS X
GPU support ONLY for linux
, only nvidia graphic support
CPU
docker build -t rescuer_la .
GPU
docker build --file Dockerfile.gpu -t rescuer_la_gpu .
In some distributive (e.g. Debian / Ubuntu) you should run this command before (see issue #8)
sudo xhost +
CPU
docker run --rm \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
GPU
docker run --rm \
--runtime=nvidia \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la_gpu
Use dockerfile
to launch it.
CPU support for Windows
/Linux (recommend)
/MacOS X
GPU support ONLY for linux
, only nvidia graphic support
CPU
docker build -t rescuer_la .
GPU
docker build --file Dockerfile.gpu -t rescuer_la_gpu .
In some distributive (e.g. Debian / Ubuntu) you should run this command before (see issue #8)
sudo xhost +
CPU
docker run --rm \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
GPU
docker run --rm \
--runtime=nvidia \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la_gpu
Use dockerfile
to launch it.
CPU support for Windows
/Linux (recommend)
/MacOS X
GPU support ONLY for linux
, only nvidia graphic support
CPU
docker build -t rescuer_la .
GPU
docker build --file Dockerfile.gpu -t rescuer_la .
In some distributive (e.g. Debian / Ubuntu) you should run this command before (see issue #8)
sudo xhost +
CPU
docker run --rm \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
GPU
docker run --rm \
--runtime=nvidia
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
Create cross platform gui application
Use dockerfile
to launch it.
CPU support for Windows
/Linux (recommend)
/MacOS X
GPU support ONLY for linux
, only nvidia graphic support
CPU
docker build -t rescuer_la .
GPU
docker build --file Dockerfile.gpu -t rescuer_la .
CPU
docker run --rm \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
GPU
docker run --rm \
--runtime=nvidia
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$DISPLAY \
--workdir=$(pwd) \
--volume="/home/$USER:/home/$USER" \
--volume="/etc/group:/etc/group:ro" \
--volume="/etc/passwd:/etc/passwd:ro" \
--volume="/etc/shadow:/etc/shadow:ro" \
--volume="/etc/sudoers.d:/etc/sudoers.d:ro" \
rescuer_la
mAP = 0.943
Video Demo
resnet50_base_best
trained on SDD (stenfort drone dataset).resnet50_liza_alert_v01
trained on LADD (Liza Alert Drone Dataset) v.0.1