readme: ---
  tags:
  - fastai
  - pytorch
  - snake-classification
  metrics:
  - accuracy
  library_name: fastai
  pipeline_tag: image-classification
  ---
  
  
  # Model card
  
  ## Model description
  This model is a Snake Classification model. It is part of a [bigger project](https://github.com/jimmiemunyi/the-snake-project) and will be changing as I improve on it.
  
  Currently, it can classify up to 10 snake genera as follows: `Crotalus, Thamnophis, Lampropeltis, Pantherophis, Nerodia, Masticophis, Tantilla, Agkistrodon, Natrix, and Micrurus`.
  
  ## Intended uses & limitations
  Used for educational purposes and research. 
  
  ## Training and evaluation data
  Training Data came from this AI Crowd Challenge: https://www.aicrowd.com/challenges/snakeclef2021-snake-species-identification-challenge