WebSocket Webcam Baseline Comparison Pipeline

Overview

A realtime pipeline where users upload baseline images and webcam frames are streamed via WebSockets for comparison and persistence.

Problem

Realtime identity/proctoring workflows require continuous data capture and repeatable comparison logic.

Solution

Built a WebSocket-based stream processing flow that compares frames against baselines and stores outcomes in a database.

Impact

Enabled a foundation for realtime proctoring/verification workflows with auditability of analysis results.

Architecture

Reliability & Security

Production readiness and security practices applied to this project.

Deployment

Deployment approach depends on environment and stack.

Lessons Learned

Key takeaways from building and operating this system.

Next Steps

Possible follow-ups and improvements.