This is a python API that allows you to utilize my name to gender Convoluted Nerural Network (CNN) machine learning model via a Web API. As of Fall 2020 this CNN Name to Gender Classification model had record accuracy in the field, it was Developed by myself during my Research Apprenticeship at UWW 2019-2020.
Python, TensorFlow, Keras, Flask, Ubuntu 20.04, Google Cloud Compute Engine, Cloud Computing, Load Balancing
Deployed on Google Cloud Compute Engine. URL = http://35.209.53.64/cgi-bin/TensorFlowApi/world.py/?name=
Version 1.0: Average Response Time:15.32 seconds. Python-CGI and Apache2
Version 2.0: Upgrade to a scalable docker & kubernetes cluster to reduce time at any load. Average Response Time Goal: 2.5 Seconds.
THIS MODEL IS PURELY FOR RESEARCH AND STUDY OF CLASSIFICATION MODELS, THIS IS NOT TO BE TAKEN AS ANYTHING MORE THAN A MATHEMATICAL CLASSIFICATION PROBLEM. THIS IS A CLASSICAL CLASSIFICATION PROBLEM THAT IS ROUTINELY USED TO DEMONSTRATE NEW METHODOLOGIES OF CLASSIFICATION.