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Average Ratings 0 Ratings

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ease
features
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support

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Description

NVIDIA's DeepStream SDK serves as a robust toolkit for streaming analytics, leveraging GStreamer to facilitate AI-driven processing across various sensors, including video, audio, and image data. It empowers developers to craft intricate stream-processing pipelines that seamlessly integrate neural networks alongside advanced functionalities like tracking, video encoding and decoding, as well as rendering, thereby enabling real-time analysis of diverse data formats. DeepStream plays a crucial role within NVIDIA Metropolis, a comprehensive platform aimed at converting pixel and sensor information into practical insights. This SDK presents a versatile and dynamic environment catered to multiple sectors, offering support for an array of programming languages such as C/C++, Python, and an easy-to-use UI through Graph Composer. By enabling real-time comprehension of complex, multi-modal sensor information at the edge, it enhances operational efficiency while also providing managed AI services that can be deployed in cloud-native containers managed by Kubernetes. As industries increasingly rely on AI for decision-making, DeepStream's capabilities become even more vital in unlocking the value embedded within sensor data.

Description

NVIDIA® Holoscan is a versatile AI computing platform that provides the necessary accelerated, comprehensive infrastructure for efficient, software-defined, and real-time processing of streaming data, whether at the edge or in the cloud. This platform facilitates video capture and data acquisition through its support for camera serial interfaces and various front-end sensors, making it suitable for applications such as ultrasound research and integration with older medical devices. Users can utilize the data transfer latency tool found in the NVIDIA Holoscan SDK to accurately assess the complete, end-to-end latency associated with video processing tasks. Additionally, AI reference pipelines are available for a range of applications, including radar, high-energy light sources, endoscopy, and ultrasound, covering diverse streaming video needs. NVIDIA Holoscan is equipped with specialized libraries that enhance network connectivity, data processing capabilities, and AI functionalities, complemented by practical examples that aid developers in creating and deploying low-latency data-streaming applications using C++, Python, or Graph Composer. By leveraging its robust features, users can achieve seamless integration and optimal performance across various domains.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

C++ Yes 
Python Yes 
C Yes 
Helm Yes 
Kubernetes Yes 
NVIDIA Clara No 
NVIDIA Jetson Yes 
NVIDIA Metropolis Yes 
NVIDIA TensorRT Yes 
NVIDIA Triton Inference Server Yes 
PyTorch Yes 
TensorFlow Yes 

Integrations

C++ Yes 
Python Yes 
C No 
Helm No 
Kubernetes No 
NVIDIA Clara Yes 
NVIDIA Jetson No 
NVIDIA Metropolis No 
NVIDIA TensorRT No 
NVIDIA Triton Inference Server No 
PyTorch No 
TensorFlow No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux Yes 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

developer.nvidia.com/deepstream-sdk

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

developer.nvidia.com/holoscan-sdk

Product Features

Deep Learning

Convolutional Neural Networks No 
Document Classification No 
Image Segmentation No 
ML Algorithm Library No 
Model Training No 
Neural Network Modeling No 
Self-Learning No 
Visualization No 

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

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Alternatives

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