Software built with Pytorch

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        ClearDrive AI: Physical AI Copilot for All Vehicles
        ClearDrive AI: Physical AI Copilot for All Vehicles

        Low-cost Physical AI copilot retrofitting all vehicles with real-time dehazing, 3D LiDAR, fatigue monitoring, and NVIDIA Nemotron multimodal reasoning powered by Nebius Token Factory & Tavily.

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        PromptShield
        PromptShield

        PromptShield is an LLM firewall on Nemotron that screens every prompt, blocks injections before they reach your app, and proves it with live protected vs unprotected demos

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        BlackBox — Persistent Visual Memory
        BlackBox — Persistent Visual Memory

        An uncertainty-aware visual memory agent that remembers what cameras saw, reasons over what changed, and uses NVIDIA Nemotron on Nebius Token Factory to decide what evidence to inspect next.

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        ReForge: Robots that continuously learn from failures
        ReForge: Robots that continuously learn from failures

        ReForge makes NVIDIA GR00T continuously smarter by turning robot failures into targeted synthetic demonstrations, enabling faster learning, continual adaptation, and improved long-horizon task success

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        NEURODRIVE AI – Brain-to-Action
        NEURODRIVE AI – Brain-to-Action

        AI which transforms brain signals into intelligent actions, enabling people to control wheelchairs, smart homes, and digital experiences through one adaptive AI-powered interface.

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        Artlog: Museum Art Scanner
        Artlog: Museum Art Scanner

        Point your iPhone at a painting. Artlog names it in about a second, then tells its story with sources and an audio guide.

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        MiniEval × Nemotron: Verify AI Memory Before It's Stored
        MiniEval × Nemotron: Verify AI Memory Before It's Stored

        Personal AI remembers you, but nobody checks if it's true. MiniEval verifies every memory before it's saved, using NVIDIA Nemotron on Nebius, and only accepts verdicts backed by exact quotes.

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        Rescue Rater Agent
        Rescue Rater Agent

        Ranks disaster help messages so responders read the most urgent first. Two AI models check each one, NVIDIA Nemotron drafts a reply, and any disagreement goes to a human.

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        FastTrade: Institutional AI Smart Order Router & L2 EMS
        FastTrade: Institutional AI Smart Order Router & L2 EMS

        Institutional AI Execution Management System combining Almgren-Chriss L2 microstructure, 4-venue smart routing, 3-tier NVIDIA Nemotron-3 agents on Nebius Token Factory, and ConTree Cloud VMs.

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        Nebius Claw MicroDuck: Teach a Robot to Walk by Asking
        Nebius Claw MicroDuck: Teach a Robot to Walk by Asking

        Teach a robot to walk by asking. NemoClaw agents on Nemotron via Nebius Token Factory train the MicroDuck in Isaac Lab, tune it with Ultra, verify it, and stage it for the real robot.

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        TerraLens AI
        TerraLens AI

        TerraLens AI transforms satellite imagery into actionable intelligence, enabling faster disaster detection, smarter environmental monitoring, and better-informed decisions through AI.

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        TurtleBot3 Reinforcement Learning Research Project
        TurtleBot3 Reinforcement Learning Research Project

        DQN-based TurtleBot3 autonomous navigation and obstacle avoidance using PyTorch,ROS 2 and Gazebo.Exploring reward design, action spaces and goal positions toward improved DRL-based robotic navigation.

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        EcoTrack: AI Based Waste Management
        EcoTrack: AI Based Waste Management

        EcoTrack uses AI-driven waste classification and intelligent tracking to optimize waste collection, reduce landfill waste, and build cleaner, more sustainable communities.

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        Next-gen physician intelligence ecosystem
        Next-gen physician intelligence ecosystem

        Our moto is to help physicians and doctors to confirm skin cancer named amelonotic melanoma

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        StyleGraph_AI
        StyleGraph_AI

        Discover your style. Connect it to culture. Find brands that fit.

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        Rawchunks
        Rawchunks

        Create at your own conditions. Generate and edit your music, and earn with every remix and stream. Or build your own audio product on our open APIs, with no subscription required.

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        CampusNav Sentinel
        CampusNav Sentinel

        Making campus roads safer with AI that spots obstacles, detects people and vehicles, and helps autonomous shuttles navigate safely.

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        LineGuard CV
        LineGuard CV

        LineGuard CV: CPU-First Industrial Vision & Defect Screening

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        CellSpot
        CellSpot

        Batteries hidden in devices start fires in garbage trucks and e-waste shredders. CellSpot checks twice: a phone photo before the bin and an X-ray before the shredder.

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        Preventive Health AI
        Preventive Health AI

        Smarter predictions. Explainable decisions. Evidence-aware adaptation.

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        GhostLight: Low-Dose Imaging for Drug Discovery
        GhostLight: Low-Dose Imaging for Drug Discovery

        Imaging light damages living cells and skews drug screens. Our AI designs smart single-pixel illumination, matching image quality with 29× fewer exposures and 28× less light on the cells.

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        ComplaintLens
        ComplaintLens

        Turn complaints into clarity. A local AI workbench for complaint classification and human review.

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        DNAchrisp
        DNAchrisp

        AI-powered precision CRISPR design optimizing genomic edits for faster, safer therapeutic gene discovery

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        Spine IL: a surgeon's hands teach robot arms where to drill
        Spine IL: a surgeon's hands teach robot arms where to drill

        A spine surgeon's 90 practice keyhole spine surgeries fine-tune NVIDIA GR00T N1.7 on Nebius. Two robot arms then drill across the spine's midline, or stay on one side, as one sentence says.

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