/cat-detector

Detect cat breed using fast.ai

Primary LanguageJupyter Notebook

Goal

Use fast.ai to detect one of the follwing cat breeds:

  • Domestic Medium Hair
  • Persian
  • Ragdoll
  • Siamese
  • Snowshoe

Files

  • cat_breed_detector-v3.ipynb : Development of model
  • cat_detector_tools.py : Helper functions to develop model
  • development directory: contains files needed to deploy on Heroku. Created by consulting the wisdom from mohshawky5193.

I have also written a blog post on this project, which includes:

  • Installation of relevant libraries
  • Scraping data
  • Model training
  • Deployment to Heroku (for free), result can be found here.