/cattle-breed-classifier-webapp

Classify Indigenous cattle breeds using Deep Learning

Primary LanguageJupyter NotebookMIT LicenseMIT

Training the Image Classifier & Creating a Web App

Indigenous Cattle Breed Classifier Web App

This project was completed by Ajit Kumar Singh

The following were used for model training (see requirements.txt):

  • fastai: version 1.0.61
  • PyTorch: version 1.6.0
  • Python: version 3.7

The following were used for model deployment:

  • Heroku
  • Flask: version 1.0.2

Table of Contents

  1. Training the Model using fastai: Indigenous_Cattle_Breed_Classifier
  2. Deploying the App on Heroku: my web app is cattle-breed-classifier.herokuapp.com

Demo

Demo

References