predict ethnicity from names
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Updated
Oct 18, 2024 - C++
predict ethnicity from names
EthnicityPredictor-UTK is a PyTorch-based project that focuses on predicting ethnicities from facial images using state-of-the-art ResNet architectures. Leveraging the UTKfaces dataset, the model is trained to recognize diverse facial features and make accurate ethnicity predictions.
A pipeline utilizing PCA on 1000 genomes and WGS data from your own samples to determine or validate ancestry of an individual.
predict ethnicity from names. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001874
This repository implements the paper "Revolutionizing Age, Gender, and Ethnicity Recognition with Multi-Modal Vision Transformers," using Vision Transformers (ViT) with CBAM, Coordinate Attention, and Self-Attention. Leveraging the "UTK-Face" dataset, it enhances detection accuracy for age, gender, and ethnicity.
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