ML app for predicting Iris flower species based on given features.
- 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
Let's try out on heroku.
/api/iris POST: get the flower prediction
{"sepal_length":5.1,
"sepal_width":6,
"petal_length":1.4,
"petal_width":4}
This is based on final project of Complete Tensorflow 2 and Keras Deep Learning Bootcamp with additional tweaks.