Row 80117

Row ID: 80117 | Dataset Entry | Axioma AXP Content Repository

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**DEMO:** [https://replicate.com/johnsutor/emoji-painter](https://replicate.com/johnsutor/emoji-painter)

I created a DNN that can recreate a target image by successively pasting Emojis onto a "canvas". The code is largely inspired by the [Paint Transformer](https://github.com/wzmsltw/PaintTransformer), which sequentially pastes brush strokes onto a canvas to recreate a photo. In that paper/code base, they use a single brush type, whereas I consider emojis to be different brushes to be sampled from. A Gumbel softmax is used to select from one of N different emojis to paste onto the canvas, and a corresponding scale, rotation, and center x and y coordinate are chosen.

I plan on training models on other shapes as well (I am open to any considerations and feedback!)

FieldValue
text **DEMO:** [https://replicate.com/johnsutor/emoji-painter](https://replicate.com/johnsutor/emoji-painter) I created a DNN that can recreate a target image by successively pasting Emojis onto a "canvas". The code is largely inspired by the [Paint Transformer](https://github.com/wzmsltw/PaintTransformer), which sequentially pastes brush strokes onto a canvas to recreate a photo. In that paper/code base, they use a single brush type, whereas I consider emojis to be different brushes to be sample…
label r/machinelearning
dataType post
communityName r/MachineLearning
datetime 2024-05-24
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Raw Record

{
  "text": "**DEMO:** [https://replicate.com/johnsutor/emoji-painter](https://replicate.com/johnsutor/emoji-painter)  \n\n\nI created a DNN that can recreate a target image by successively pasting Emojis onto a \"canvas\". The code is largely inspired by the [Paint Transformer](https://github.com/wzmsltw/PaintTransformer), which sequentially pastes brush strokes onto a canvas to recreate a photo. In that paper/code base, they use a single brush type, whereas I consider emojis to be different brushes to be sampled from. A Gumbel softmax is used to select from one of N different emojis to paste onto the canvas, and a corresponding scale, rotation, and center x and y coordinate are chosen.   \n\n\nI plan on training models on other shapes as well (I am open to any considerations and feedback!)",
  "label": "r/machinelearning",
  "dataType": "post",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-24",
  "username_encoded": "Z0FBQUFBQm5Lak1sT0RwMDFsYmxiLUdqQ1FZLWFJUGJlck1Qa1dZT2NIWTJaczBaV0hJQU95bnh2eHV3WkNxMlpfaWhfdkFrZFRwdW5MVGV4NnlVTnhZVUJxUlFQaU1kbGc9PQ==",
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