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TAO Action Recognition Notebook
ResourceQuick Deploy
This notebook shows an example usecase of Action_Recognition_Net using Train Adapt Optimize (TAO) Toolkit.
Object Detection using TAO DetectNet_v2
ResourceQuick Deploy
Detectnet_v2 is an object detection model. Object detection is a popular computer vision technique that can detect one or multiple objects in a frame.
TAO Image Classification
ResourceQuick Deploy
In this notebook, you will learn how to leverage the simplicity and convenience of TAO to take a pretrained resnet18 model and finetune on a sample dataset converted from PascalVOC.
Nvidia Clara Parabricks Bare Metal Debian Package
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Nvidia Clara Parabricks Bare Metal Debian Package for Ubuntu 18.04
Text to Speech Notebook
Resource
End to End workflow for text to speech training with TAO Toolkit and deployment using Riva.
Speech to Text with NVIDIA NeMo and Weights & Biases
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This notebook walks through fine-tuning speech recognition model using NVIDIA NeMo framework in integration with Weights and Biases for experiment tracking
DOCA Container Resources
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Set of container configuration files for the various DOCA containers.
Riva Skills Embedded Quick Start
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Scripts and utilities for getting started with Riva Speech Skills on Embedded platforms
Riva Skills Quick Start
Resource
Scripts and utilities for getting started with Riva Speech Skills
Introduction to End-to-End RAPIDS Workflows
ResourceQuick Deploy
RAPIDS accelerates end-to-end data science workloads entirely on the GPU. This tutorial will teach developers how to accelerate an end-to-end workflow with cuDF, cuML and XGBoost.
Merlin Jupyter Notebook Training with Tensorflow
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This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin using Tensorflow.
Merlin Jupyter Notebook Training with HugeCTR
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This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin.
Merlin Jupyter Notebook Training with Pytorch
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This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin using Pytorch.
NGram Language Model Notebook
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End to End sample workflow for N Gram language model starting with training in TAO Toolkit and deployment using Riva.
Punctuation Capitalization Notebook
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End to End workflow for punctuation and capitalization starting with training in TAO Toolkit and deployment using Riva.
Intent Slot Classification Notebook
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End to End sample workflow for Intent Slot Classification starting with training in TAO Toolkit and deployment using Riva.
Question Answering Notebook
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End to End workflow for question answering starting with training in TAO Toolkit and deployment using Riva.
Text Classification Notebook
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End to End sample workflow for Text Classification starting with training in TAO Toolkit and deployment using Riva.
Token Classification Notebook
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End to End sample workflow for Token Classification starting with training in TAO Toolkit and deployment using Riva.
Speech to Text Notebook
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End to End workflow for speech to text training with TAO Toolkit and deployment using Riva.
Speech to Text Citrinet Notebook
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End to End workflow for speech to text citrinet training with TAO Toolkit and deployment using Riva.
TAO Toolkit Computer Vision Sample Workflows
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Sample notebooks for TAO Toolkit Computer Vision workflows.
TAO Toolkit Computer Vision Sample Workflows
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Sample notebooks for TAO Toolkit Computer Vision workflows.
Introduction to cuML
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cuML is a suite of libraries that implement machine learning algorithms and mathematical primitives functions that share compatible APIs with other RAPIDS projects. This tutorial provides a quick intro to the scikit-learn-like library.
Introduction to cuDF and Dask-cuDF
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cuDF is a GPU DataFrame library for loading, joining, aggregating, filtering, and otherwise manipulating data. This tutorial provides a quick intro to the pandas-like library and its most commonly-used functionality.