Realtime Data Validation Endpoint#101
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suchithgali
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suchithgali
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KarinePistili
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Jun 10, 2026
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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.