NGC Catalog
Deploy performance-optimized AI/HPC software containers, pre-trained AI models, and Jupyter Notebooks that accelerate AI developments and HPC workloads on any GPU-powered on-prem, cloud and edge systems. Instantly experience end-to-end workflows with access to free hands-on labs on NVIDIA LaunchPad, and learn about enterprise support for NVIDIA accelerated software here.
NVIDIA NGC: AI Development Catalog
Getting Started
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
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
Documentation
We've got a whole host of documentation, covering the NGC UI and our powerful CLI. You can find out more here. Go to Documentation
Command Line Interface
Want to get more from NGC? Everything you see here can be used and managed via our powerful CLI tools. Download Now
NGC Private Registry
Private Registries from NGC allow you to secure, manage, and deploy your own assets to accelerate your journey to AI. Learn More
Popular CollectionsSee All Collections
HPC Collection
Collection - High Performance Computing
This collection provides access to the top HPC applications for Molecular Dynamics, Quantum Chemistry, and Scientific visualization.
Automatic Speech Recognition
Collection - Automatic 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 Discovery
Collection - Healthcare
Clara Discovery is a collection of frameworks, applications, and AI models enabling GPU-accelerated computational drug discovery
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
Clara Train
Collection - Healthcare
Clara Train - domain optimized training framework - includes Clara Train container, models, getting started jupyter notebook, utilitie
DeepStream - CV Deployment
Collection - Intelligent 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.
NGC - Getting Started
Collection - Beginner
Looking to get started with containers and models on NGC? This is the place to start.
Image Classification
Collection - Image 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
Popular ContainersSee All Containers
DCGM
Container
Manage and Monitor GPUs in Cluster Environments.
Validator for NVIDIA GPU Operator
Container
Validates NVIDIA GPU Operator components
NVIDIA Driver Manager For Kubernetes
Container
Manages NVIDIA Driver upgrades in Kubernetes cluster.
NVIDIA MIG Manager For Kubernetes
Container
Manage MIG partitions in Kubernetes with a simple label change to a node.
Popular ModelsSee All Models
GPUNet-0 pretrained weights (PyTorch, AMP, ImageNet)
Model
GPUNet-0 ImageNet pretrained weights
clara_pt_covid19_ct_lesion_segmentation
Model
A pre-trained model for volumetric (3D) segmentation of the COVID-19 lesion from CT images.
clara_pt_fed_learning_brain_tumor_mri_segmentation
Model
A federated learning demo for volumetric (3D) segmentation of brain tumors from multimodal MRIs.
clara_pt_pathology_metastasis_detection
Model
A pre-trained model for automated detection of metastases in whole-slide histopathology images.
Popular ResourcesSee All Resources
Fine-Tuning COVID-19 CT Scan Classifier
Resource
Example Jupyter Notebook Sample Code to Fine-Tune Clara Train COVID-19 CT Scan Classification Pretrained Model with Custom Dataset
BERT for PyTorch
Resource
BERT is a method of pre-training language representations which obtains state-of-the-art results on a wide array of NLP tasks.
BERT for TensorFlow
Resource
BERT is a method of pre-training language representations which obtains state-of-the-art results on a wide array of NLP tasks.
BERT for TensorFlow Jupyter Notebook
Resource
Jupyter Notebook example for Question Answering with BERT for TensorFlow
Popular Helm ChartsSee All Helm Charts
NVIDIA Network Operator
Helm Chart
Nvidia Network Operator Helm Chart provides an easy way to install, configure and manage the lifecycle of Nvidia Mellanox network operator.
NVSM
Helm Chart
A Helm chart for deploying Nvidia System Management software on DGX Nodes
GPU Operator
Helm Chart
Deploy and Manage NVIDIA GPU resources in Kubernetes.
Morpheus AI Engine
Helm Chart
A Helm chart for deploying the infrastructure of the Morpheus AI Engine. It includes the Triton Inference Server, Kafka, and Zookeeper.