https://github.com/lacmus-foundation/lacmus

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
https://github.com/lacmus-foundation/lacmus

computer-vision cv dataset forest hacktoberfest hacktoberfest2020 keras lacmus liza-alert machine-learning ml neural-networks object-detection ods pascal-voc python retina-net

Last synced: 2 months ago
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Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

• Host: GitHub
• URL: https://github.com/lacmus-foundation/lacmus
• Owner: lacmus-foundation
• License: gpl-3.0
• Created: 2019-02-12T07:27:55.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2022-10-18T09:58:22.000Z (over 2 years ago)
• Last Synced: 2024-08-08T23:18:46.268Z (6 months ago)
• Topics: computer-vision, cv, dataset, forest, hacktoberfest, hacktoberfest2020, keras, lacmus, liza-alert, machine-learning, ml, neural-networks, object-detection, ods, pascal-voc, python, retina-net
• Language: Jupyter Notebook
• Homepage: https:/lacmus.ml/
• Size: 57.7 MB
• Stars: 182
• Watchers: 17
• Forks: 30
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        
# lacmus

![logo](docs/imgs/lacmus-logo.png)

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

![01](docs/imgs/examples/02.png)

*Picture 1*

![02](docs/imgs/examples/08.png)

*Picture 2*

[![video](http://img.youtube.com/vi/9pVtPM4bzww/0.jpg)](http://www.youtube.com/watch?v=9pVtPM4bzww)

*Video 1*

See [more examples](docs/work-demo.md).

## Training data

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

- https://cloud.mail.ru/public/2k53/2bJVwYSa7

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

- https://cloud.mail.ru/public/4GKW/3FW26Sq77

## Usage

Read more about training steps and atraining data at [train documentation](docs/train-usage.md) to learn how to train the model.

## Pretrained models

The models are avalable [here](https://github.com/lizaalert/lacmus/releases/tag/0.1.1).

## Partners

[![ODS][logoODS]](https://ods.ai)    [![DTL][logoDTL]](http://immersiya.com/about)   [![JB][logoJB]](https://www.jetbrains.com/)   [![GitBook][logoGitBook]](https://www.gitbook.com/)

								[![Liza alert][logoLA]](https://lizaalert.org/)    [![Novaya Gazeta][logoNovayaGazeta]](https://novayagazeta.ru/)    [![Teplica][logoTeplica]](https://te-st.ru/)

[logoDTL]: docs/imgs/partners/dtl-logo-200px.png "DTL"

[logoODS]: docs/imgs/partners/ods-logo-200px.png "ODS"

[logoLA]: docs/imgs/partners/lizaalert-logo-128px.png "Liza alert"

[logoNovayaGazeta]: docs/imgs/partners/novaya-gazeta-logo-128px.png "Novaya Gazeta"

[logoTeplica]: docs/imgs/partners/teplica-logo-128px.png "Teplica"

[logoJB]: docs/imgs/partners/jetbrains_logo_200px.png "JetBrains"

[logoGitBook]: docs/imgs/partners/gitbook-logo-200px.png "JetBrains"