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An experiment using deep convolutional neural networks to automatically distinguish memes from non-memes

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Detecting memes using deep convolutional neural networks

An experiment with Keras.

We will be using MemeGenerator's API to get a collection of popular memes and their underlying images. MemeGenerator.net makes this very easy, their API gives a JSON response where the imageUrl is the underlying image, and the instanceImageUrl is the meme version of the same image.

imageUrl: https://cdn.meme.am/images/400x/7679243.jpg

lomberg

instanceImageUrl: https://cdn.meme.am/instances/400x/69239531.jpg

lomberg-meme

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An experiment using deep convolutional neural networks to automatically distinguish memes from non-memes

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