Collections are use-case based curated content in one easy-to-use package. Collections makes it easy to discover the compatible framework containers, models, Jupyter notebooks and other resources to get started faster. In addition, the respective collections provide detailed documentation to deploy all the content for specific use cases. NGC catalog offers ready to use Collections for various applications including NLP, ASR, intelligent video analytics, and object detection.
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NVIDIA Virtual Machine Images (VMI)
Collection - Advanced
NVIDIA Virtual Machine Images or VMIs provide a pre-configured, tested, & validated environment in the public cloud to run NGC Catalog assets as well as any GPU accelerated application seamlessly.
Morpheus
Collection - Deep Learning
NVIDIA Morpheus enables cybersecurity developers and ISVs to build incredibly performant pipelines for security workflows with minimal development effort.
NeMo - Automatic Speech Recognition
Collection - Automatic 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
Clara Holoscan
Collection - Healthcare
The AI computing platform for medical devices
Vertex AI Workbench - Quick Deploy
Collection - Beginner
Collection of AI software and examples to run Jupyter Notebooks with One Click on Google Cloud
NeMo - Natural Language Processing
Collection - Natural Language Processing
This collection contains NeMo models for Natural Language Processing (NLP): Question Answering, Translation, Named Entity Recognition, Punctuation and Capitalization, Base NLP models.
TAO Toolkit - Computer Vision
Collection - Deep Learning
TAO Toolkit is a python based AI toolkit for taking purpose-built pre-trained AI models and customizing them with your own data.
Clara Train
Collection - Healthcare
Clara Train - domain optimized training framework - includes Clara Train container, models, getting started jupyter notebook, utilitie
Riva Speech Skills
Collection - Deep Learning
Collection of common Riva Speech Skills resources.
Clara Guardian
Collection - Healthcare
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.
TAO/Riva - Speech Synthesis
Collection - Deep Learning
This collection contains end-to-end neural models for Text to Speech (TTS) training and deployment with TAO Toolkit and RIVA respectively.
TAO/RIVA - Language Model
Collection - Deep Learning
This collection contains models and notebooks for Text Classification training and deployment with TAO Toolkit and Riva respectively.
Clara NLP
Collection - Healthcare
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
Defined.ai Speech Dataset Collection
Collection - Natural Language Processing
Data is the new code. Defined.ai is the one-stop-shop for training data for machine learning.
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
NeMo - Text to Speech
Collection - Deep Learning
This collection contains NeMo models for Text to Speech (TTS)
NVIDIA AI - End-to-End AI Development & Deployment
Collection - Deep Learning
This is a collection of performance-optimized frameworks, SDKs, and models to build Computer Vision and Speech AI applications.
Deep Learning Frameworks
Collection - Deep Learning
This collection contains performance-optimized AI frameworks including PyTorch and TensorFlow
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
Clara Discovery
Collection - Healthcare
Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery
TAO Toolkit - Conversational AI
Collection - Deep Learning
TAO Toolkit is a python based AI toolkit for taking purpose-built pre-trained AI models and customizing them with your own data.
Clara Deploy
Collection - Healthcare
Clara Deploy SDK is being consolidated into Clara Holoscan SDK
Maxine
Collection - Deep Learning
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.
TAO/Riva - Intent Detection & Slot Tagging
Collection - Deep Learning
This collection contains models and notebooks for Intent detection & Slot tagging training and deployment with TAO Toolkit and Riva respectively.
TAO/Riva - Named Entity Recognition
Collection - Deep Learning
This collection contains models and notebooks for Token Classification training and deployment with TAO Toolkit and Riva respectively.