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- age-demographics-recognition
fb9f10339ac14e23b8e960e74984401b
fb9f10339ac14e23b8e960e74984401b
Notes
Appearance Age Classifier
NOTE: This model requires cropped face images to work properly.
Purpose
This model classifies a face into an age group (e.g., 0-2, 10-19 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 for the optimizer, with LR=0.0001 and decrease LR by 0.1 for every 30 epochs.
Intended Use
General purpose age classifier given a close-cropped face image.
Limitations
The model might not work very well on small (e.g., less than 50x50) or blurry images.
- ID
- Nameappearance-age
- Model Type IDVisual Classifier
- DescriptionDemographics model to use in conjunction with face recognition for predicting people's age from faces in images and video.
- Last UpdatedOct 29, 2024
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