Collections - Use-Case Based AI Software Packages

Accelerate Development of Intelligent Virtual AssistantsAdvanced

Quickly develop and provide accurate and engaging English intelligent virtual assistant for contact centers, at a large scale, around the clock, at lower operational costs.

Achieve High Accuracy Audio TranscriptionAdvanced

Attain the best possible real-time English transcription accuracy with customization for the financial service industry use case.

AI Chatbot With Retrieval Augmented GenerationNatural Language Processing

This sample application demonstrates a fully functional co-pilot system performing Retrieval Augmented Generation with: - NVIDIA TensorRT - NVIDIA Triton - Milvus - Llama Index + LangChain - Meta's Llama2 models

Automatic Speech RecognitionAutomatic Speech Recognition

A collection of easy to use, highly optimized Deep Learning Models for Recommender Systems. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

Clara DeployHealthcare

Clara Deploy SDK is being consolidated into Clara Holoscan SDK

Clara DiscoveryHealthcare

Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery

Clara GuardianHealthcare

NVIDIA Clara™ Guardian is a collection of models and reference applications that simplifies the development and deployment of smart sensors with multimodal AI, anywhere in a healthcare facility.

Clara NLPHealthcare

Clara NLP is a collection of SOTA biomedical pre-trained language models as well as highly optimized pipelines for training NLP models on biomedical and clinical text

Clara ParabricksHealthcare

Clara Parabricks is a collection of software tools and notebooks for next generation sequencing, including short- and long-read applications. These tools are designed to be scalable, generating highly accurate results in an accelerated compute environmen

Code LlamaAdvanced

Code Llama is an LLM capable of generating code, and natural language about code, from both code and natural language prompts.

CUDA ToolkitHigh Performance Computing

CUDA Toolkit provides the core, foundational development environment for creating high performance NVIDIA GPU-accelerated applications for diverse workloads from high performance computing, data science analytics and AI.

Deep Learning FrameworksDeep Learning

This collection contains performance-optimized AI frameworks including PyTorch and TensorFlow

DeepStream - CV DeploymentIntelligent Video Analytics

DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. The DeepStream SDK brings deep neural networks and other complex processing tasks into a stream processing pipeline.

DeepStream SDKIntelligent Video Analytics

NVIDIA DeepStream SDK enables developers to build accelerated pipelines for a wide range of use-cases such as IVA, retail, industrial inspection, and many more with minimal development effort.

Defined.ai Speech Dataset CollectionNatural Language Processing

Data is the new code. Defined.ai is the one-stop-shop for training data for machine learning.

Digital Fingerprinting to Detect AnomaliesDeep Learning

Analyze the behavior of every human and machine across the network to detect and react to anomalies on a scale previously impossible.

HPC CollectionHigh Performance Computing

This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.

HPC SDKHigh Performance Computing

NVIDIA’s HPC SDK is a comprehensive suite of compilers, libraries, and tools for HPC developers

Image ClassificationImage Classification

A collection of easy to use, highly optimized Deep Learning Models for Image Classification. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

Image SegmentationImage Classification

A collection of easy to use, highly optimized Deep Learning Models for Image Segmentation. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

Language ModellingNatural Language Processing

A collection of easy to use, highly optimized Deep Learning Models for Language Modelling. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models

Llama 2Advanced

Llama 2 is a large language AI model capable of generating text and code in response to prompts.

MaxineTelecommunications

NVIDIA Maxine™ is a GPU-accelerated SDK with state-of-the-art AI features for developers to build virtual collaboration and content creation applications such as video conferencing and live streaming.

MorpheusDeep Learning

NVIDIA Morpheus enables cybersecurity developers and ISVs to build incredibly performant pipelines for security workflows with minimal development effort.

NeMo - Automatic Speech RecognitionAutomatic Speech Recognition

This collection contains NeMo models for Automatic Speech Recognition (ASR): Speech to Text, Speech Classification, Speaker Diarization, Speaker Verification, Speaker Recognition, Command Recognition, Voice Activity Detection