Ling API
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An Application Programming Interface (API) using Flask Backend Micro Web Framework and Swagger UI to predict the gender of a person given their name using a Long Short Term Memory (LSTM) Neural Network developed using Keras and Tensorflow. ...learn more
Project status: Published/In Market
Intel Technologies
Intel Python
Overview / Usage
An Application Programming Interface (API) using Flask Backend Micro Web Framework and Swagger UI to predict the gender of a person given their name using a Long Short Term Memory (LSTM) Neural Network developed using Keras and Tensorflow.
Methodology / Approach
Developed using LSTM Neural Network to achieve an accuracy of 86% on Validation Dataset and developed an API using Flask REST and Swagger UI to allow it for general use.
Technologies Used
- Flask
- Swagger UI
- LSTM
- Tensorflow
- Python