https://github.com/ideonate/butterflies

Computer vision project using Innotater to create bounding boxes
https://github.com/ideonate/butterflies

Last synced: 5 days ago
JSON representation

Computer vision project using Innotater to create bounding boxes

• Host: GitHub
• URL: https://github.com/ideonate/butterflies
• Owner: ideonate
• License: mit
• Created: 2019-04-04T11:43:43.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-04-30T11:33:59.000Z (over 5 years ago)
• Last Synced: 2024-11-19T18:00:27.433Z (2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 118 MB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        

# Butterfly Classification using Innotater Jupyter Widget

The Jupyter Notebooks numbered 1-5 in this repo show how to use the [Innotater Jupyter Widget](https://github.com/ideonate/jupyter-innotater) to manually filter training data and draw bounding boxes on images.

It shows how to train a simple butterfly species classifier first, and then use bounding boxes drawn manually to create a combined model which 'zooms in' on the area of the image containing the butterfly first before training the classifier from there.

The repo accompanies a Medium article published here: [Clean Up your own Model Data without leaving Jupyter](https://towardsdatascience.com/clean-up-your-own-model-data-without-leaving-jupyter-bdbcc9001734)

Public domain images used in the Medium article were made available by [PIXNIO Public domain images](https://pixnio.com): 

[Image 1](https://pixnio.com/fauna-animals/insects-and-bugs/butterflies-and-moths-pictures/flower-nectar-insect-summer-garden-animal-colorful-butterfly-nature) 

[Image 2](https://pixnio.com/fauna-animals/insects-and-bugs/butterflies-and-moths-pictures/nature-flower-daylight-brown-butterfly-insect-plant-garden-blossom)