https://github.com/debasish-dutta/dog-breed-classifier

This repo contains the jupyter notebook and the submission file of the kaggle dog-breed-classification competition. And includes also a web-app version of the classification.
https://github.com/debasish-dutta/dog-breed-classifier

data-science deep-learning tensorflow2

Last synced: 5 days ago
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This repo contains the jupyter notebook and the submission file of the kaggle dog-breed-classification competition. And includes also a web-app version of the classification.

• Host: GitHub
• URL: https://github.com/debasish-dutta/dog-breed-classifier
• Owner: debasish-dutta
• License: gpl-3.0
• Created: 2020-06-25T14:19:12.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-05-01T22:47:59.000Z (over 1 year ago)
• Last Synced: 2024-11-18T05:35:07.481Z (2 months ago)
• Topics: data-science, deep-learning, tensorflow2
• Language: Jupyter Notebook
• Homepage: https://dog-breed--classifier.herokuapp.com/
• Size: 36.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# dog-breed-classifier

This project is doen using tensorflow 2.0 and data set if from [this](https://www.kaggle.com/c/dog-breed-identification/overview) kaggle competition.

1. Problem

Identifying the breed of a dog by the given image.

2. Data

  The data is from Kaggle's dog breed identification competition.

3. Evaluation

  The evaluation file with prediction probabilities for each dog breed of each test image.

4. Deployment

  The model is then taken and developed into a webapp using Flask and ultimately deployed in heroku