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Apparent/Real Image Estimation using Deep Learning

Basavaraj Hampiholi

Basavaraj Hampiholi

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IMDB-WIKI age dataset processing and data loading into PyTorch model Fine tune VGG16 pre-trained on ImageNet using IMDB-WIKI database ...learn more

Robotics, Internet of Things, Artificial Intelligence

Overview / Usage

IMDB-WIKI age dataset processing and data loading into PyTorch model
Fine tune VGG16 pre-trained on ImageNet using IMDB-WIKI database to
estimate real age
Train the fine-tuned model using LAP database to estimate apparent age
Real age estimation is evaluated using MAE
Used Ensemble 8 VGG16 nets to estimate the apparent age

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