Open
Conversation
suchithgali
changed the title
suchithgali
changed the title
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
1 participant
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Summary
This pull request provides a real-time validation endpoint to process gaze prediction data and provide instant feedback on eye-tracking precision. This is part of the groundwork proposed for the "Eye-Tracking Data Quality Monitoring and Real-Time Feedback System" project for GSoC 2026.
Changes
QualityMonitorclass to manage coordinate history and calculate a root-mean-square precision metric.main.pythat takes in real-time predictions, extracts iris coordinate data, offloads processing to theQualityMonitor, and returns precision evaluation data.