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Human race classification

Human race classification using deep neural networks.

UTKFace

UTKFace dataset is a large-scale face dataset with long age span (range from 0 to 116 years old). The dataset consists of over 20,000 face images with annotations of age, gender, and ethnicity (race).

Preprocessed UTKFace dataset for human race classification task is available on Google.Drive.

Caffe

The model was trained and tested with Caffe. You can also download and use pre-builded Caffe with CUDA 9.0 and cuDNN 7.6.4 for Windows.

Train/Test

CNN Solver Mode Iterations Data Loss-1/Top-1 Loss-2/Top-1 Loss-3/Top-1
GoogleNet SGD GPU 40k 20k 0.925 0.930 0.9325

Model snapshot is included.

License

MIT

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