readme: ---
  license: cc
  ---
  
  # Image Classifier
  
  `image-classifier` is an extendable TensorFlow image classifier w/ a Bash cli and Hugging Face integration - to see the list of `image-classifier` commands complete [installation](#Installation) and type in:
  
  ```
  image_classifier ?
  ```
  ## Installation
  
  To install `image-classifier` first [install and configure awesome-bash-cli](https://github.com/kamangir/awesome-bash-cli) then run:
  
  ```
  abcli huggingface clone image-classifier
  ```
  
  To see the list of `image-classifier` saved models type in
  
  ```
  image_classifier list
  ```
  
  You should see the following items:
  
  1. [fashion-mnist](#fashion-mnist)
  1. intel-image-classifier 🚧
  1. vegetable-classifier 🚧
  
  ## fashion-mnist
  
  ![image](./saved_model/fashion-mnist/image_classifier/prediction/00000.jpg)
  
  `fashion-mnist` is an `image-classifier` trained on [Fashion-MNIST](https://github.com/zalandoresearch/fashion-mnist).
  
  To retrain `fashion-mnist` type in:
  
  ```
  abcli select
  fashion_mnist train
  abcli upload
  image_classifier list . browser=1,model=object
  ```
  
  You should now see the structure of the network (left) and the [content of the model](https://github.com/kamangir/browser) (right).
  
  | ![image](./abcli/assets/fashion_mnist_list.png) | ![image](./abcli/assets/fashion_mnist_browsed.png) |
  |---|---|
  
  You can save this model under a new name by typing in:
  
  ```
  fashion_mnist save new_name_1
  ```
  
  / END