This talk explains the flow of Research and Development in Azoi.

1. Research & Development in
Python at Azoi
Hardik Madhu
R & D, Azoi

2. What is Kito?

3. What is Kito?

4. What we do? – Part 1
Algorithms

5. A peak into our Algorithms

6. A peak into our Algorithms

7. A peak into our Algorithms

8. A peak into our Algorithms

9. A peak into our Algorithms

10. A peak into our Algorithms
Alas !! Life is not always easy…
But we manage to find true Heart Rate...

11. What we do? – Part 2

12. Initial Prototyping
Jugaad
Arduino
Python

13. 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)

14. 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)

15. How Python helps?
• Awesome community

16. Why not anything else?
• Matlab - really costly
• Octave - Not much community/third party
support
• C/C++ - Not really easy in prototyping

17. Why not anything else?

18. Thank You