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Collections
Collections are use-case based curated content available in one easy-to-use package for for various applications including speech, intelligent video analytics, recommendations, and more. Collections make it easy to discover the compatible software containers, models, Jupyter notebooks and documentation to get started faster.
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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.
Attain the best possible real-time English transcription accuracy with customization for the financial service industry use case.
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
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.
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
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
NeMo - Natural Language ProcessingNatural Language Processing
This collection contains NeMo models for Natural Language Processing (NLP): Question Answering, Translation, Named Entity Recognition, Punctuation and Capitalization, Base NLP models.
NeMo - Text to SpeechDeep Learning
This collection contains NeMo models for Text to Speech (TTS)
Next Item Prediction WorkflowDeep Learning
Utilize session-based recommenders to increase accuracy of predictions when users interests are dynamic, specific to a shorter time frame (i.e., within a session) and when little or no user data is available.
NGC - Getting StartedBeginner
Looking to get started with containers and models on NGC? This is the place to start.