gender-demographics-recognition
Demographics model to use in conjunction with face recognition for predicting people's gender from faces in images and video.
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Notes
Appearance Gender Classifer
NOTE: This model requires cropped face images to work properly.
Purpose
This model classifies a face into female and male appearance.
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 gender classifier given a face image.
Limitations
The model might not work very well on small (e.g., less than 50x50) or blurry images.
