README.md

---
license: cc
---

# Image Classifier

An extendable TensorFlow image classifier w/ a Bash cli and Hugging Face integration.

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To see the list of commands added by `image-classifier` complete [installation](#Installation) and type in:

```
image_classifier ?
fashion_mnist ?
```
## Installation

`image_classifier` is an [awesome-bash-cli](https://github.com/kamangir/awesome-bash-cli) plugin - to install `image-classifier` first install and configure [awesome-bash-cli](https://github.com/kamangir/awesome-bash-cli), then run:

```
abc huggingface clone image-classifier
```

To see the list of `image-classifier` models included in the repo, 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:

```
abc select
fashion_mnist train
abc 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 .
```

/ END