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Resources
The NGC catalog offers step-by-step instructions and scripts through Jupyter Notebooks for various use cases, including machine learning, computer vision, and conversational AI. These resources help you examine, understand, customize, test, and build AI faster, while taking advantage of best practices.
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Yes1
Natural Language Understanding26
Automatic Speech Recognition9
Recommendation8
Text to Speech6
Natural Language Processing5
Graph Neural Networks4
Simulation and Modeling4
High Performance Computing3
Annotation1
Audio Synthesis1
Drug Discovery1
Forecasting1
Genome Sequencing1
Image Segmentation1
Named Entity Recognition1
Synthetic Data Generation1
Video Analytics1
Video enhancement1
Deep Learning Examples34
Clara9
PyTorch8
TensorFlow6
Modulus4
Triton Inference Server4
DeepStream3
Clara Holoscan2
Metropolis2
TAO Toolkit2
CUDA1
Clara AGX1
Clara Parabricks1
Deep Graph Library1
NeMo1
RAPIDS1
Yes25
The Variational Autoencoder for collaborative filtering focuses on providing recommendations.
Scripts and utilities for getting started with Riva Speech Skills
Wide & Deep Recommender model.
NVIDIA pre-trained U-Net model is adapted from the original version of the U-Net model which is a convolutional auto-encoder for 2D image segmentation.
Resource to help get started with TAO Toolkit.
Sample notebooks for TAO Toolkit Computer Vision workflows.
Binary to decrypt a .etlt from TAO Toolkit and generate a TensorRT engine
Holoscan Sample App Data for AI-based Endoscopy Tool Tracking
NVIDIA Maxine AR SDK enables real-time modeling and tracking of human faces from video.
Holoscan Sample App Data for Multi-AI Ultrasound Pipeline
Set of container configuration files and scripts for the various DOCA containers.
Holoscan Sample App Data for AI Ultrasound Segmentation for Scoliosis
Jupyter Notebook example for Question Answering with BERT for TensorFlow
NVIDIA Maxine Video Effects SDK is an SDK for enhancing and applying filters to videos in real-time
Holoscan Sample App Data for AI Colonoscopy Segmentation of Polyps
Scripts and utilities for getting started with Riva Speech Skills on Embedded platforms
Example Jupyter Notebook Sample Code to Fine-Tune Clara Train COVID-19 CT Scan Classification Pretrained Model with Custom Dataset
Example Jupyter Notebook using the NVIDIA TensorFlow Container and the Fashion-MNIST data set
Holoscan Sample App data for Endoscopy out of body detection
Short clip from the NVIDIA RacerX demo video to be used for examples and testing of Holoscan SDK
NVIDIA Maxine Audio Effects SDK delivers AI-based audio quality enhancement algorithms, improving end-to-end conversation quality for narrowband, wideband, and ultra-wideband audio.
End to End workflow for text to speech training with TAO Toolkit and deployment using Riva.
DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. (Resources/ TAR and * Debian)
NVIDIA Maxine Video Effects SDK is an SDK for enhancing and applying filters to videos in real-time.
The debian packages for the Holoscan SDK