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sign-language-detection
Paulie-Aditya/sign-language-detection
sign-language-detection is a image classification model from Paulie-Aditya. Use it when you need a label for an image.
metrics: - Accuracy: 0.9911734164070612 - Balanced Accuracy: 0.9903422714760236 - MCC: 0.990784932183338 - ROC AUC Score: 0.999934898058849 - F1 Score: 0.9911734164070612 - Jaccard Score: 0.9825012866700978 - Log Loss…
Access
Public
Updated May 30, 2024
Repo size
367 MB
Likes
1
Public
Repo makeup
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.p345 MB · 94%
At a glance
- Task
- Image Classification
- Access
- Public
- Created
- Mar 26, 2024
- Updated
- May 30, 2024
- SHA
- 1c7c3ae2
Model card
From the Hugging Face model README
Novel Approach 1
Stacked Classifier: RF + SVM + XGB
metrics:
- Accuracy: 0.9911734164070612
- Balanced Accuracy: 0.9903422714760236
- MCC: 0.990784932183338
- ROC AUC Score: 0.999934898058849
- F1 Score: 0.9911734164070612
- Jaccard Score: 0.9825012866700978
- Log Loss: 0.033553756349283356
- Precision: 0.9911734164070612
- Recall: 0.9911734164070612
Novel Approach 2
Stacked Classifier: RF + SVM + KNN + XGB
metrics:
- Accuracy: 0.9922118380062306
- Balanced Accuracy: 0.9913200369813552
- MCC: 0.9918690348004674
- ROC AUC Score: 0.9999193482927975
- F1 Score: 0.9922118380062306
- Jaccard Score: 0.9845440494590417
- Log Loss: 0.03136301122428542
- Precision: 0.9922118380062306
- Recall: 0.9922118380062306
- Task
- Image Classification
- Created
- Mar 26, 2024
- Updated
- May 30, 2024