https://github.com/sachs7/butterfly_classifier

A project to showcase the progress on learnings about DeepLearning.
https://github.com/sachs7/butterfly_classifier

classifier deeplearning imageclassifier learnings ml neural-networks

Last synced: 13 days ago
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A project to showcase the progress on learnings about DeepLearning.

• Host: GitHub
• URL: https://github.com/sachs7/butterfly_classifier
• Owner: sachs7
• License: apache-2.0
• Created: 2023-12-23T03:22:43.000Z (almost 1 year ago)
• Default Branch: main
• Last Pushed: 2023-12-23T04:01:53.000Z (almost 1 year ago)
• Last Synced: 2023-12-24T04:22:36.920Z (12 months ago)
• Topics: classifier, deeplearning, imageclassifier, learnings, ml, neural-networks
• Language: Python
• Homepage: https://huggingface.co/spaces/OsnNos/butterflies
• Size: 5.17 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Butterfly Classifier

A project to classify the butterflies into their respective kind, this project showcases the progress in learning about DeepLearning.

# Description

This project (which might get updated regularly) showcases the progress of my learning on DeepLearning. This project helps in classifying the kinds of butterflies, the app is presented as a [Gradio](https://gradio.app/) web app that takes in the user-provided image and classifies it to their respective kind with the prediction percentage. 

The DeepLearning model has been trained on the following varieties of butterflies:

1. Monarch

2. Painted Lady

3. Red Admiral

4. Viceroy

5. Bronze Copper

6. Buckeye

The model showcases an `error_rate` of ~6.7%.

# Results

To play with the app, head to [Butterflies App](https://huggingface.co/spaces/OsnNos/butterflies)

# Sample Output

## Valid Input

1. 

2. 

## Invalid Input

1.