lacmus

The program for searching through photos from the air of lost people in the forest using Retina Net neural nwtwork.

The project is being developed by a non-profit organization Liza Alert.

Demonstration

Picture 1

Picture 2

Video 1

You can download Lacmus Drone Dataset (LaDD) from mail.ru cloud

You also can download Lacmus version of Stenford Drone Dataset (SDD) from mail.ru cloud

Read more about training steps and atraining data at train documentation to learn how to train the model.

The models are avalable here.

Name		Name	Last commit message	Last commit date
Latest commit History 155 Commits
.github/workflows		.github/workflows
data_utils		data_utils
docs		docs
examples		examples
keras_retinanet		keras_retinanet
snapshots		snapshots
tests		tests
.dockerignore		.dockerignore
.gitignore		.gitignore
.gitmodules		.gitmodules
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
ResNet50RetinaNet-Image.ipynb		ResNet50RetinaNet-Image.ipynb
ResNet50RetinaNet-Video.ipynb		ResNet50RetinaNet-Video.ipynb
cli_inference.py		cli_inference.py
cli_inference_openvino.py		cli_inference_openvino.py
config.ini		config.ini
config_p2_p5_low.ini		config_p2_p5_low.ini
cpu.dockerfile		cpu.dockerfile
gpu.dockerfile		gpu.dockerfile
keras2tf_2.py		keras2tf_2.py
labels.csv		labels.csv
openvino.dockerfile		openvino.dockerfile
setup.cfg		setup.cfg
setup.py		setup.py
setup_conda_env.sh		setup_conda_env.sh