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- ethnicity-demographics-recognition
b2897edbda314615856039fb0c489796
b2897edbda314615856039fb0c489796
Notes
Appearance Multicultural Classifier
NOTE: This model requires cropped face images to work properly.
Purpose
This model classifies a face into multicultural classes (e.g., White, Middle Eastern, Latino_Hispanic etc).
Architecture
This is a ResNet34 v1 with crop_type='random1', crop_size=[224, 224, 3] and downsample_size=[224, 2 * 224 + 1]. We also used Adam with LR=0.0001 and decrease LR by 0.1 for every 30 epochs.
Intended Use
General purpose multicultural classifier given a face image.
Limitations
The model might not work very well on small (e.g., less than 50x50) or blurry images.
- ID
- Nameappearance-multicultural
- Model Type IDVisual Classifier
- DescriptionDemographics model to use in conjunction with face recognition to predict people's cultural appearance in images and real-time video streams.
- Last UpdatedOct 29, 2024
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