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

References

• Render deployment fastai model render-examples
• Heroku deployment fastai model Reshamas Blog