search

kdmalc / fl-gestures

Develop a personalized sequential federated learning algorithm for real-time gesture classification
1 stars 0 forks source link

Create a NB to visualize emg_PCA3 in 3D, see if there are any visible clusters #15

Closed kdmalc closed 1 month ago

kdmalc commented 1 month ago

PCA3 for just EMG was just under 80% of the explained variance so maybe it'll be good who knows

kdmalc commented 1 month ago

Did this in commit 4a7a296

No visible clusters. Data seems to be mostly along a 2D plane within the 3D space. No clear clusters.

When plotting on a per-gesture basis (as opposed to plotting all 64 timesteps for every gesture) there isn't any clear shape either