https://github.com/chhayac/gender-classification-using-images

Gender Prediction from Social Media profile pictures using Deep Learning
https://github.com/chhayac/gender-classification-using-images

deep-learning deeplearning deepneuralnetworks gender-classification gender-prediction keras keras-neural-networks keras-tensorflow neural-networks vgg16

Last synced: 6 days ago
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Gender Prediction from Social Media profile pictures using Deep Learning

• Host: GitHub
• URL: https://github.com/chhayac/gender-classification-using-images
• Owner: chhayac
• Created: 2017-11-11T01:20:05.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-10-25T04:14:29.000Z (over 6 years ago)
• Last Synced: 2024-11-20T11:04:38.691Z (2 months ago)
• Topics: deep-learning, deeplearning, deepneuralnetworks, gender-classification, gender-prediction, keras, keras-neural-networks, keras-tensorflow, neural-networks, vgg16
• Homepage:
• Size: 3.91 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Placeholder repository for Gender Classification Using Images

I will be uploading the code in some more days

## Deep-Learning

Gender Prediction from Social Media profile pictures using deep learning

## Goal

To predict gender of 9500 facebook users using images as source. I used profile.csv data to separate data into male and female folders as Keras expected

## Libraries used

Keras with tensorflow as backend

## Strategy

Fine-tuned VGG16 ImageNet model for the binary classification task. The method is called Transfer Learning.