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Collections

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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Logo for Clara Guardian
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.
Logo for Riva Speech Skills
Riva Speech Skills
Collection - Deep Learning
Collection of common Riva Speech Skills resources.
Logo for Vertex AI Workbench - One-Click Deploy
Vertex AI Workbench - One-Click Deploy
Collection - Beginner
Collection of AI software and examples to run Jupyter Notebooks with One Click on Google Cloud
Logo for Morpheus
Morpheus
Collection - Deep Learning
NVIDIA Morpheus enables cybersecurity developers and ISVs to build incredibly performant pipelines for security workflows with minimal development effort.
Logo for NeMo - Automatic Speech Recognition
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
Logo for TAO/Riva - Speech Synthesis
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.
Logo for TAO Toolkit - Computer Vision
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.
Logo for TAO/RIVA - Language Model
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.
Logo for Clara NLP
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
Logo for Defined.ai Speech Dataset Collection
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.
Logo for HPC Collection
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
Logo for NeMo - Text to Speech
NeMo - Text to Speech
Collection - Deep Learning
This collection contains NeMo models for Text to Speech (TTS)
Logo for NVIDIA AI - End-to-End AI Development & Deployment
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.
Logo for Deep Learning Frameworks
Deep Learning Frameworks
Collection - Deep Learning
This collection contains performance-optimized AI frameworks including PyTorch and TensorFlow
Logo for Clara Holoscan
Clara Holoscan
Collection - Healthcare
Clara Holoscan is a growing collection of AI frameworks, reference applications, and AI models built for Clara Developer Kits and medical device development, including containers for Metagenomics, Dermatology, Ultrasound, & Streaming Video.
Logo for NGC - Getting Started
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
Logo for Clara Discovery
Clara Discovery
Collection - Healthcare
Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery
Logo for TAO Toolkit - Conversational AI
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.
Logo for Clara Deploy
Clara Deploy
Collection - Healthcare
Clara Deploy SDK is being consolidated into Clara Holoscan SDK
Logo for Maxine
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.
Logo for TAO/Riva - Intent Detection & Slot Tagging
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.
Logo for TAO/Riva - Named Entity Recognition
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.
Logo for TAO/Riva - Speech Recognition
TAO/Riva - Speech Recognition
Collection - Deep Learning
This collection contains end-to-end neural models and notebooks for Automatic Speech Recognition (ASR) training and deployment using TAO Toolkit and Riva respectively.
Logo for TAO/Riva - Text Classification
TAO/Riva - Text Classification
Collection - Deep Learning
This collection contains models and notebooks for Text Classification training and deployment with TAO Toolkit and Riva respectively.
Logo for TAO/Riva - Question Answering
TAO/Riva - Question Answering
Collection - Deep Learning
This collection contains models and notebooks for Question Answering training and deployment with TAO Toolkit and Riva respectively.