Conversation
Contributor
Author
|
@Karlo-Emilo I've created this PR as discussed, which can be used to demo the heatmaps/fingerprints. Happy for it to be marked as draft as they may well be no intention to merge these changes, and that would make it clearer. I have targeted the main branch, but please let me know if this is wrong. |
Collaborator
Looks good! We plan to test it August 27. |
Collaborator
|
I'm closing this since we've implemented a comparable solution. Thank you very much for this! |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
The PR is intended to be used as a demo only and not for review and merging.
The output data of the ML filters for each recording are used to plot heatmaps which are effectively fingerprints of the data passed into the ML model for training and inference. The fingerprints use filter outputs normalized to 0..1, the ML model still uses the non-normalized values and is not impacted by these changes.
If a micro:bit is connected, the live data is also displayed as a fingerprint at the right hand side of the bottom panel next to the x/y/z traces, replacing the 3D model on the data page only.
See microbit-foundation#273 for discussion regarding using this data visualization in classroom testing.