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Hackathon judging without the chaos: unified submissions, simultaneous judges, AI-assisted feedback for every project.
RECLAIM uses AI to turn consumer complaints into clear action plans by organizing evidence, finding relevant rules, and guiding users from problem to resolution in one place.
OmniGuard AI is an autonomous, multi-hazard computer vision system and real-time public safety monitoring hub designed for smart city infrastructure.
Release assurance that has to earn its green check.
An evidence-driven runtime investigation lab powered by GitLab Duo. Reproduce failures, uncover root causes, and verify repairs through deterministic execution and replay.
BatteryGuard Vision combines OpenCV 5 and AI to identify potential battery defects, assess visual evidence, and guide safer inspections, helping prevent hazards in repair and recycling operations.
An AI video workbench that catches wardrobe continuity errors in short clips. You set the reference, mark intentional changes, and inspect timestamped A/B evidence before you export findings.
Don't post the still if it doesn't show the launch event — OpenCV 5 + AWS gate alert images for TPlus webcast milestones.
Phone photo in, OpenCV triage out. LookAgain uses vision metrics to pick the next tool—retake, compare, or bounded diagnose - across LEDs, brakes, and leaf spots. Bedrock + SIFT on AWS COOL.
An AI watcher for overnight 3D prints: OpenCV-5 scores spaghetti risk live, an agent asks you to pause with clip evidence.
Perception-to-Action with OpenCV 5 on AWS
Five AI agents watch rural health centers' medicine stock, spot disease outbreaks from consumption spikes, and raise purchase orders on their own. GitLab Duo, CI/CD and Cloud Run ship every change.
Replay the photos you've already posted and watch an AI geolocator close in on your neighborhood, see exactly which photos give you away, and get the smallest fix that pushes it back out.
Vision turns meetings into searchable company memory, connecting decisions, commitments, and AI answers to the conversations behind them.
GuardianAI converts CCTV into privacy-compliant edge security. It anonymizes faces, tracks loitering locally, triggers automated alerts, and logs encrypted telemetry without streaming raw video.
Upload a timetable screenshot → OpenCV finds the table → OCR auto-tags it to your Study Panel
One maintainer, millions of installs. GitLab Duo agents triage issues, prove each bug with a failing test before fixing it, guard user data on upgrade, and ship to Render after one approval.
WorkerGuard AI monitors workplaces in real time, detects missing safety gear, alerts teams instantly, and logs incidents to help prevent injuries and keep workers safe.
A source-cited appliance service draft that keeps conflicting claims, missing evidence and uncertainty visible.
Amānah uses GitLab Duo agents to identify applicable privacy laws, detect risky cross-border personal data transfers, and block noncompliant deployments before they happen.
AI-powered application log analysis that detects anomalies, connects recurring errors, and turns raw logs into actionable incident insights for faster debugging and more reliable software.
From natural-language prompts to real software. EnigmaCoder IDE orchestrates specialized AI agents to plan, code, run, debug, and verify applications in one integrated development environment.
One search map for drones, ground teams and the radio. NVIDIA Nemotron on Nebius Token Factory reads the photos and voice reports and proposes where to search next; a person approves.
AegisOS helps developers evaluate AI-generated code changes using independent checks, clear verdicts, and execution evidence—so a generated patch isn't mistaken for a verified fix.
