yogeek / not-hotdog

A simple hotdog/not hotdog classifier built through Tensorflow for Poets on InceptionV3

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Hotdog or not hotdog

A simple hotdog/not hotdog classifier built through transfer learning on InceptionV3. In order to learn about fine-tuning a well known architecture, I decided to begin with the simplest framework, Tensorflow for Poets.

All of the training images were taken from Imagenet (Princeton University and Stanford University).

Accuracy

98-99% accuracy after being trained on 1400 images (1200 hotdog, 200 not hotdog).

How to run

In the directory, run python label_image.py hotdog.jpg (or any other image you would like to test).

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A simple hotdog/not hotdog classifier built through Tensorflow for Poets on InceptionV3


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Language:Python 100.0%