Software built with OpenCV

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        Yosumi OCR
        Yosumi OCR

        A Japanese card-photo quality gate using OpenCV for framing, glare, blur, and lighting, with Tesseract OCR and masked previews on AWS Lambda.

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        Thalweg: a camera is a stream gauge
        Thalweg: a camera is a stream gauge

        OpenCV 5 turns river video into discharge (m³/s). A policy-gated agent publishes only what the evidence supports, refuses the rest, and drafts flood warnings only a person can sign.

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        PathWatch — Auditable Video Event Detection
        PathWatch — Auditable Video Event Detection

        PathWatch detects bidirectional line crossings in video using OpenCV, temporal filtering, and optional agent verification, producing auditable event records and reproducible performance evaluations.

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        FRIDAY
        FRIDAY

        FRIDAY AI — An intelligent, vision-powered AI assistant that sees, understands, speaks, and acts.

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        ShelfWatch Agent
        ShelfWatch Agent

        An agentic OpenCV 5 vision system on AWS that checks shelf photos, re-inspects uncertain spots, and drafts restock orders for a human to approve.

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        Neonet
        Neonet

        Agentic vision Intelligence to reason across CCTV feeds in beaches.

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        WaterGUARD
        WaterGUARD

        Maps flood impact, damaged bridges and cut-off villages from free satellite data in minutes, with a fact-checked bilingual (English/Nepali) copilot that never states a number the maps can’t back up.

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        ISIE: Indian Strategic & Intelligence Resilience Engine
        ISIE: Indian Strategic & Intelligence Resilience Engine

        An AI-powered decision-intelligence engine that fuses fragmented live data to run real-time simulations, stress-test responses, and dynamically generate risk, capacity, and relocation intelligence.

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        ClipCup
        ClipCup

        Repurposing long landscape videos into vertical shorts for TikTok, Reels, and YouTube Shorts currently demands hours of manual trimming and keyframe tracking.

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        Sightline
        Sightline

        Drone photos and radio reports in, where to search next out. OpenCV 5 finds people in search-and-rescue photos, an agent proposes the next move, and a person approves every one.

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        AdLint Agent
        AdLint Agent

        An OpenCV 5 agent that checks ad creatives before launch: it reframes each one for every placement, re-checks its own output, and asks a human when it can't fix it. Live on AWS Lambda.

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        SpanWitness
        SpanWitness

        Inspect pole photos, compare dated observations and keep the evidence with each human review.

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        Self-Correcting Vision Agent for Industrial Safety Cameras
        Self-Correcting Vision Agent for Industrial Safety Cameras

        A safety-camera agent that checks if each frame can be trusted, fixes dark or blurry frames with OpenCV 5 tools (local or AWS Lambda), and hands unclear cases to a person instead of guessing.

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        VoltVision AI: Hazard Detection for Electrical Grid
        VoltVision AI: Hazard Detection for Electrical Grid

        VoltVision AI uses OpenCV and AWS Serverless to visually detect electrical sparks and smoke in power grids, triggering instant IoT alerts to prevent fires and catastrophic equipment failure.

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        PulsePatch
        PulsePatch

        Turn a short Lottie into editable states you inspect and approve.

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        Touchline AI
        Touchline AI

        Touchline AI turns phone clips of soccer into tactical analysis. An OpenCV 5 agent catches its own mistakes, reruns bad segments, and asks a coach when it can’t fix them.

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        MRI VisionGuard — AI Brain Tumor Detectio
        MRI VisionGuard — AI Brain Tumor Detectio

        AI-powered brain MRI analysis system built with PyTorch/OpenCV that detects potential tumors, visualizes predictions using Grad-CAM, and evaluates image quality and model reliability

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        Label Guard
        Label Guard

        Label Guard judges whether a phone photo of a food label is readable, then retakes, warns or asks a human; it reports how often it abstains and how often it still misses silently.

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        OptiScan-Agent: Autonomous Closed-Loop Inspection
        OptiScan-Agent: Autonomous Closed-Loop Inspection

        Autonomous industrial vision system using OpenCV 5 active perception & AWS Bedrock to eliminate false rejects through dynamic optical re-scanning and physical machine actuation.

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        unmask
        unmask

        Is the face on your video call real? Unmask’s agent asks the caller to move, measures the response with OpenCV 5 on AWS, and gives a cautious verdict.

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        Kahu Ola SmokeWatch
        Kahu Ola SmokeWatch

        OpenCV 5 on AWS scans GOES-18 every 10 min for Hawaiʻi wildfires; a Claude agent gathers evidence, a human approves. Lahaina replay: flagged ~6 h before polar satellites.

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        Last Seen: Drone Search That Asks Before It Follows
        Last Seen: Drone Search That Asks Before It Follows

        A 2015 drone finds a person from one photo, asks a human "Is this them?", then follows. Flown live: found on its first scan at 0.85; another run followed 90 s, 49 pins.

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        WaterGuard:Agent that looks twice at flood damage from space
        WaterGuard:Agent that looks twice at flood damage from space

        Free satellite data → a flood-damage and who-is-cut-off map in minutes, then an OpenCV 5 agent re-aligns, zooms and looks again before a human signs off. Live on AWS.

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        Below the Watermark
        Below the Watermark

        Below the Watermark helps researchers find reused images across scientific papers. Our AI-powered search turns hidden connections into clear, traceable evidence for human review.

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