tfjs-vn-name-to-gender

tfjs-vn-name-to-gender

This is a small project using tensorflowjs

The goal is to make a small app to predict the gender base on a person's name. It currently works only on vietnamese names. The accuracy of the trained model is 97%

How it's made

1. Generate dataset.csv containing Name - Gender
2. Train the model using tensorflow (keras) - More details in LSTM.ipynb
3. Export the model to model folder (in JSON format)
4. Import it into tensorflowjs on web

Changelog

v2.0: tokenize by charater instead of word

v1.0: initial version, tokenize by word

Author

• ngxson (Nui Nguyen)
• Email: contact at ngxson dot com
• My website: https://ngxson.com

Built With

• css
• html
• javascript
• jupyter-notebook