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Nvidia GPU based toolkit
- Nvidia developer program: https://developer.nvidia.com/
- its AI models: https://catalog.ngc.nvidia.com/models
- RIVA is their language process framework
- Maxine is video-audio translator and recomposer to video chat
- Merlin is recommed system, like shop, video recommed
- it also has computer vision related: Image segmentation models
- ai related: nvidia AI accelerated program
- Digital Twins, like real world twins, it is a exact duplicate model for testing when the main physical copy is not accessible.
- in addition, digital twins also updates with the main physical copy, anythings happen to main one, the digital twin one update to the same.
- nivida omniverse is the tool to simulate the real world, to build digital twins,
- it bridge realtime collaboration between different users and different graphic softwares.
- omniverse audio2face: to generate face animation from audio
- nvidia OVX server provide hardware support to build larget scale digital twins
- omniverse system: digital twins+ robotics; design +content creation; integration; rendering; sensors; asset lib;
- AI: drive, ISAAC (for move+manipulate stuff), metropolis (auto infrastructure), holoscan (robotic medical)
- replicator: generate + train synthetic data for train+test AI model
- omnigraph, behavior, animation: run data center scale 3d application
- avatar (wip): build digital humans
- nvidia open source Material Definition Language (MDL): https://developer.nvidia.com/rendering-technologies/mdl-sdk
Nvidia MDL
- to define physically based material
- store specification for material exchange
- render-algorithm agnostic
- designed for high performance on GPU