https://github.com/darashi/chainer-example-overfeat-classify

Image classifier built with Chainer, an implementation of OverFeat.
https://github.com/darashi/chainer-example-overfeat-classify

Last synced: 23 days ago
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Image classifier built with Chainer, an implementation of OverFeat.

• Host: GitHub
• URL: https://github.com/darashi/chainer-example-overfeat-classify
• Owner: darashi
• Created: 2015-06-12T06:22:03.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2015-06-13T03:59:47.000Z (over 9 years ago)
• Last Synced: 2024-08-02T12:21:54.496Z (3 months ago)
• Language: Python
• Homepage:
• Size: 123 KB
• Stars: 13
• Watchers: 4
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# chainer-example-overfeat-classify

Image classifier built with [Chainer][], an implementation of [OverFeat][].

## Requirements

* [Chainer][]

## Install

Download pre-trained models:

```sh

sh download_model.sh

```

## Run

Classify `example.jpg` with `fast` model on CPU:

```sh

python classify.py example.jpg

```

Classify `example.jpg` with `accurate` model on CPU:

```sh

python classify.py --model accurate example.jpg

```

Classify `example.jpg` with `fast` model on GPU (ID=0):

```sh

python classify.py --gpu 0 example.jpg

```

## References

* [Chainer][]

* [OverFeat][]

* [overfeat-torch][]

  [Chainer]: https://github.com/pfnet/chainer

  [OverFeat]: https://github.com/sermanet/OverFeat

  [overfeat-torch]: https://github.com/jhjin/overfeat-torch