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The NGC catalog offers step-by-step instructions and scripts for creating deep learning models, with sample performance and accuracy metrics to compare your results. These scripts provide expert guidance on building DL models for image classification, language translation, text-to-speech and more. Data scientists can quickly build performance-optimized models by easily adjusting the hyperparameters.
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Logo for Object Detection using TAO DetectNet_v2
Object Detection using TAO DetectNet_v2
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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.
Logo for Nvidia Clara Parabricks Bare Metal Debian Package
Nvidia Clara Parabricks Bare Metal Debian Package
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Nvidia Clara Parabricks Bare Metal Debian Package for Ubuntu 18.04
Logo for Text to Speech Notebook
Text to Speech Notebook
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End to End workflow for text to speech training with TAO Toolkit and deployment using Riva.
Logo for Speech to Text with NVIDIA NeMo and Weights & Biases
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
Logo for DOCA Container Resources
DOCA Container Resources
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Set of container configuration files for the various DOCA containers.
Logo for Riva Skills Embedded Quick Start
Riva Skills Embedded Quick Start
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Scripts and utilities for getting started with Riva Speech Skills on Embedded platforms
Logo for Riva Skills Quick Start
Riva Skills Quick Start
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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.
Logo for Merlin Jupyter Notebook Training with Tensorflow
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.
Logo for Merlin Jupyter Notebook Training with HugeCTR
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.
Logo for Merlin Jupyter Notebook Training with Pytorch
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.
Logo for NGram Language Model Notebook
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.
Logo for Punctuation Capitalization Notebook
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.
Logo for Intent Slot Classification Notebook
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.
Logo for Question Answering Notebook
Question Answering Notebook
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End to End workflow for question answering starting with training in TAO Toolkit and deployment using Riva.
Logo for Text Classification Notebook
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.
Logo for Token Classification Notebook
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.
Logo for Speech to Text Notebook
Speech to Text Notebook
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End to End workflow for speech to text training with TAO Toolkit and deployment using Riva.
Logo for Speech to Text Citrinet Notebook
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.
Logo for TAO Toolkit Computer Vision Sample Workflows
TAO Toolkit Computer Vision Sample Workflows
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Sample notebooks for TAO Toolkit Computer Vision workflows.
Logo for TAO Toolkit Computer Vision Sample Workflows
TAO Toolkit Computer Vision Sample Workflows
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Sample notebooks for TAO Toolkit Computer Vision workflows.
Logo for Introduction to cuML
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.
Logo for Introduction to cuDF and Dask-cuDF
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.
Logo for Defined.ai Datasets - Portuguese (Portugal)
Defined.ai Datasets - Portuguese (Portugal)
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Portuguese (Portugal) Speech Datasets
Logo for Defined.ai Datasets - English (Australia)
Defined.ai Datasets - English (Australia)
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English (Australia) Speech Datasets