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vincentclaes/
emoji-predictor

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Emoji Predictor

This model is Open AI's CLIP, fine-tuned on a few samples.

Try it here: https://huggingface.co/spaces/vincentclaes/emoji-predictor

pretrained model: https://huggingface.co/openai/clip-vit-base-patch32
dataset: https://huggingface.co/datasets/vincentclaes/emoji-predictor

Precision for predictions and suggestions for a range of samples per emoji:

           | Samples  | Prediction  | Suggestion  |
           |--------- |------------ |------------ |
           |    0     |    0.13     |    0.33     |
           |    1     |    0.11     |    0.30     |
           |    5     |    0.14     |    0.38     |
           |    10    |    0.20     |    0.45     |
           |    15    |    0.22     |    0.51     |
           |    20    |    0.19     |    0.49     |
           |    25    |    0.24     |    0.54     |
           |    50    |    0.23     |    0.53     |
           |   100    |    0.25     |    0.57     |
           |   250    |    0.29     |    0.62     |
           |   500    |    0.29     |    0.63     |