Iris Flower Prediction ML App

ML app for predicting Iris flower species based on given features.

Built with

• pandas - fast, powerful, flexible and easy to use open source data analysis and manipulation tool
• Scikit-learn - Simple and efficient tools for predictive data analysis
• TensorFlow - An end-to-end open source machine learning platform
• Keras - Deep Learning framework
• Flask - a micro web framework written in Python

Iris Flower App

Let's try out on heroku.

Iris Flower REST API Endpoint

/api/iris POST: get the flower prediction

Sample JSON

{"sepal_length":5.1,
"sepal_width":6,
"petal_length":1.4,
"petal_width":4}

References

This is based on final project of Complete Tensorflow 2 and Keras Deep Learning Bootcamp with additional tweaks.