https://github.com/sumaiyatarannumnoor/age-estimation-using-classification

https://github.com/sumaiyatarannumnoor/age-estimation-using-classification

agedb cnn computer-vision convolutional-neural-networks custom-cnn deep-learning fgnet pytorch utkface

Last synced: about 20 hours ago
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• Host: GitHub
• URL: https://github.com/sumaiyatarannumnoor/age-estimation-using-classification
• Owner: SumaiyaTarannumNoor
• License: apache-2.0
• Created: 2021-11-17T06:59:49.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-01-28T04:08:25.000Z (12 months ago)
• Last Synced: 2024-11-19T00:47:17.497Z (2 months ago)
• Topics: agedb, cnn, computer-vision, convolutional-neural-networks, custom-cnn, deep-learning, fgnet, pytorch, utkface
• Language: Jupyter Notebook
• Homepage:
• Size: 3.95 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Age-Estimation

This is a deep learning project to solve classification problem to estimate ages, developed using PyTorch framework.

The experiments were conducted on three different and reputed age estimation dataset: FG - NET, AGE DB, UTK FACE.

We have used focal loss as the loss function, as the examples in the classes were insufficient.

I have built the custom CNN or Convolutional Neural Network for the purpose.

This project was supervised by Dr. Nabeel Mohammed, Associate Professor, North South University, Dhaka, Bangladesh.

#It's an academic project for computer vision course.