NEWYEAR'EVE guys. Yesterday, The thought of 1-D convolution was left in my mind. I was not sure how it can be used and proper working of them. So, i decided to do a project on time-sequence data with 1-D convolutions. Here it is:-
I, Rohit Sethi swear to complete
#100DaysOfCode to the best of my ability and with true spirit.
On Day 7, I did the following :-
Trained a 1-D CNN for classifying data from an accelerometer into various human activities with accuracy of 92%
On Day 7, I learnt the following :-
confusion matrixand it’s importance.
Scoring the model as
f1 - score.
callbacks such as
link to the work on Day 7 here