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fairface_age_image_detection
dima806/fairface_age_image_detection
fairface_age_image_detection is a image classification model from dima806. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
Detects age group with about 59% accuracy based on an image.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Dec 6, 2024
- Updated
- Dec 15, 2024
- SHA
- 4e02ab80
Base models
Datasets
Model card
From the Hugging Face model README
Detects age group with about 59% accuracy based on an image.
See https://www.kaggle.com/code/dima806/age-group-image-classification-vit for details.
Classification report:
precision recall f1-score support
0-2 0.7803 0.7500 0.7649 180
3-9 0.7998 0.7998 0.7998 1249
10-19 0.5361 0.4236 0.4733 1086
20-29 0.6402 0.7221 0.6787 3026
30-39 0.4935 0.5083 0.5008 2099
40-49 0.4848 0.4386 0.4606 1238
50-59 0.5000 0.4814 0.4905 725
60-69 0.4497 0.4685 0.4589 286
more than 70 0.6897 0.1802 0.2857 111
accuracy 0.5892 10000
macro avg 0.5971 0.5303 0.5459 10000
weighted avg 0.5863 0.5892 0.5844 10000
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Hf Inference
- live
- Created
- Dec 6, 2024
- Updated
- Dec 15, 2024