Research & Development in Python at Azoi

Hardik MadhuR & D, Azoi

What is Kito?

What is Kito?

What we do? – Part 1

Algorithms

A peak into our Algorithms

A peak into our Algorithms

A peak into our Algorithms

A peak into our Algorithms

A peak into our Algorithms

A peak into our AlgorithmsAlas !! Life is not always easy…

But we manage to find true Heart Rate...

What we do? – Part 2

Initial Prototyping

Jugaad

Arduino

Python

How Python helps?

• Prototyping is lightning fast• String parsing, data parsing is a bliss– Sport = serial.Serial(‘/dev/ttyS1’,19200)– line = Sport.readline()– data = line.split(‘ ‘)– Do_magic(data)

How Python helps?

• Abundant amount of third party libraries/methods– pyqtgraph – plotting library, 2d,3d plots– matplotlib – matlab like plotting library– sklearn – very powerful machine learning library• We have derived a curve fit for a total number of 1500

6-D points (in matter of minutes)– k-mean clustering in Scipy• Classification of these 1500 data points was done in

appropriate clusters (also in matter of minutes)

How Python helps?

• Awesome community

Why not anything else?

• Matlab - really costly• Octave - Not much community/third party

support• C/C++ - Not really easy in prototyping

Why not anything else?

Thank You