readme: ---
  library_name: keras
  tags:
  - image-classification
  - keras
  
  ---
  
  ## Model description
  
  It's pretty simple, the model tries to differentiate between dogs/cats. 
  
  ## Intended uses & limitations
  
  Only JPGs can be used and they are auto resized. **Meant for dogs and cats only.**
  
  ## Training and evaluation data
  
  Combined training data from multiple sources. Downloaded around 3000 cat and dog photos from r/dogs and r/cats. Curated kaggle datasets into one large dataset. 
  
  ## Training procedure
  Trained using an early stopping for overfitting
  
  ### Training hyperparameters
  
  The following hyperparameters were used during training:
  - optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  - training_precision: float32
  