| datasets: vincentclaes/emoji-predictor | |
| # 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 | | |
| ``` |