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emoji-predictor
vincentclaes/emoji-predictor
emoji-predictor is a zero-shot image classification model from vincentclaes. Use it for the zero-shot image classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is Open AI's CLIP, fine-tuned on a few samples.
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At a glance
- Task
- Zero-Shot Image Classification
- Library
- transformers
- Model type
- clip
- Access
- Public
- Created
- Jul 17, 2022
- Updated
- Mar 16, 2023
- SHA
- 2c585ad2
Datasets
Model card
From the Hugging Face model README
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 |
- Task
- Zero-Shot Image Classification
- Library
- transformers
- Type
- clip
- Created
- Jul 17, 2022
- Updated
- Mar 16, 2023