readme: ---
  tags:
  - image-classification
  library_name: generic
  ---
  
  # Dog vs Cat Image Classification with FastAI CNN
  
  Training is based in FastAI [Quick Start](https://docs.fast.ai/quick_start.html). Example training
  
  
  ## Training
  
  The model was trained as follows
  
  ```python
  path = untar_data(URLs.PETS)/'images'
  
  def is_cat(x): return x[0].isupper()
  dls = ImageDataLoaders.from_name_func(
      path, get_image_files(path), valid_pct=0.2, seed=42,
      label_func=is_cat, item_tfms=Resize(224))
  
  learn = cnn_learner(dls, resnet34, metrics=error_rate)
  learn.fine_tune(1)
  ```