yu4u/age-gender-estimation
Keras implementation of a CNN network for age and gender estimation
Supports multi-dataset training (IMDB-WIKI and UTKFace) with configurable backbone architectures from Keras Applications, enabling transfer learning with models like EfficientNetB3. The pipeline includes automated data preprocessing with noise filtering, real-time webcam inference with face detection and margin-based cropping, and training visualization via Weights & Biases integration. Achieves MAE of 5.33 years on apparent age estimation when evaluated on the APPA-REAL dataset.
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Jun 29, 2021
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