https://github.com/npatta01/bird-classifier

Mobile Deep Learning Classifier for north american brids
https://github.com/npatta01/bird-classifier

bird deep-learning mobile pytorch react-native

Last synced: 14 days ago
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Mobile Deep Learning Classifier for north american brids

• Host: GitHub
• URL: https://github.com/npatta01/bird-classifier
• Owner: npatta01
• Created: 2019-01-07T12:13:14.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-08T06:01:14.000Z (almost 6 years ago)
• Last Synced: 2024-12-07T07:04:27.974Z (18 days ago)
• Topics: bird, deep-learning, mobile, pytorch, react-native
• Language: Jupyter Notebook
• Homepage: https://bird-classifier.herokuapp.com/
• Size: 89.5 MB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

Awesome Lists containing this project

README

        
# About

There are more thant 900 bird species in North America. 

This repository contains a Deep Learning Model that given an image of a bird can classify it among 400 categories.

# Data

NABirds V1 is a collection of 48,000 annotated photographs of the 400 species of birds that are commonly observed in North America.    

More than 100 photographs are available for each species, including separate annotations for males, females and juveniles that comprise 700 visual categories.    

This dataset is to be used for fine-grained visual categorization experiments.

More than 550 visual categories, organized taxonomically

Photos curated in collaboration with domain experts

```

Grant Van Horn ([email protected]) 

http://dl.allaboutbirds.org/nabirds

```

## Sample Bird Images

House Wren        

![house wren](assets/birds/house_wren.jpg) 

Snowy Oil      

![snowy oil](assets/birds/snowy_owl.jpg)

Turkey Vulture      

![turkey vulture](assets/birds/turkey_vulture.jpg)

# Demo      

           

**Web App**         

[Heroku](https://bird-classifier.herokuapp.com/)      

![Web](assets/deploy/web.png)       

           

**Mobile App**        

![Mobile App](assets/deploy/mobile.png)

![Demo](assets/deploy/demo.gif)

 

# Deploy

```

wget -qO- https://cli-assets.heroku.com/install-ubuntu.sh | sh

heroku login

heroku container:login

cd backend

APP_NAME="bird-classifier"

heroku create $APP_NAME

heroku container:push web --app ${APP_NAME}

heroku container:release web --app ${APP_NAME}

heroku open --app $APP_NAME

heroku logs --tail --app ${APP_NAME}

```

# Contact

[Nidhin Pattaniyil](https://npatta01.github.io)     

[Reshama Shaikh](https://reshamas.github.io/)