The data we scraped using scraper.py can be found in im2txt/memes (images) and im2txt/captions.txt (associated captions). Try the meme generator out for yourself: see Just here for the data? Our model produces original memes that cannot on the whole be differentiated from real ones. We evaluate the quality of our model using perplexity and human assessment on both the quality of memes generated and whether they can be differentiated from real ones. We implement a modified beam search to encourage diversity in the captions. What Is an AI-Generated Meme An AI-generated meme refers to any meme wholly or partially created by an artificial intelligence tool. The system uses a pretrained Inception-v3 network to return an image embedding which is passed to an attention-based deep-layer LSTM model producing the caption - inspired by the widely recognised Show and Tell Model. Furthermore, the system can be conditioned on not only an image but also a user-defined label relating to the meme template, giving a handle to the user on meme content. The model uses character-level prediction, so you can specify prefix text of one or more characters to influence the text generated. However, if you want to create meme videos on your computer for social media platforms as well as video streaming platforms, we recommend Wondershare Filmora. We introduce a novel meme generation system, which given any image can produce a humorous and relevant caption. It’s AI technology allows you to convert text to an AI meme. So far, we have mentioned online AI meme generator where you can create meme images only. Nothing about the text generation is hardcoded, except that the maximum text length is limited for sanity. This is the code for the paper Dank Learning: Generating Memes Using Deep Neural Networks ( ) and for the associated iOS app Dank Learning ( ). Find a good one Save it and submit it to the AI Memes stream These captions are generated by a deep artificial neural network. Dank Learning: Generating Memes Using Deep Neural Networks Our meme generator is pre-loaded with popular meme templates, or use your own images Our meme templates are free to use, high resolution (many are HD), and all without any watermarks Once the meme templates loaded, it only takes a few seconds to generate and save a new meme image.
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