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Intro
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CHALLENGES WITH VIDEO ANALYTICS
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SPEEDUP INTELLIGENT VIDEO ANALYTICS TRAINING & INFERENCE Use NVIDIA Purpose-Built Pretrained Models To Reduce Development Time by 10%
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SOLVE INDUSTRY-SPECIFIC PROBLEMS DeepStream provides optimized, deployment ready pipeline with exceptional performance
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DEEPSTREAM SDK OVERVIEW Streaming analysis toolkit for based multisensor processing, video and image understanding APPLICATIONS AND SERVICES
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DEEPSTREAM GRAPH ARCHITECTURE
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DEEPSTREAM 5.0 KEY FEATURES
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DEEPSTREAM PYTHON BINDINGS
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SAMPLE APPLICATIONS TO GET STARTED TODAY DeepStream Pipelines Using Python
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IOT: BIDIRECTIONAL MESSAGING
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SECURE COMMUNICATION USING KAFKA Secure edge-to-cloud messaging
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IOT: OVER-THE-AIR MODEL UPDATE Eliminate latency be update on the fly
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FASTER SEARCHABILITY WITH SMART RECORD
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NATIVE INTEGRATION WITH TRITON INFERENCE SERVER Prototype End-to-End System Quickly
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TRITON- DEEPSTREAM ARCHITECTURE
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DEPLOYING AN OPEN SOURCE MODEL
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UNLOCK GREATER PERFORMANCE USING DEEPSTREAM
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END-TO-END AI USING TLT AND DEEPSTREAM
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TLT PURPOSE-BUILT MODELS DEPLOYED USING DEEPSTREAM Achieving Higher Accuracy & Real-Time Performance
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END-TO-END REFERENCE APPS Get started today
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PEOPLE ANALYTICS FOR CROWDED SPACES Reference architecture demo
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SOCIAL DISTANCING APP Reference architecture demo
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FACE MASK/NO MASK DETECTION Reference architecture demo
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DEEPSTREAM WORLDWIDE ADOPTION
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SUMMARY
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RESOURCES Get started today
Description:
Discover how to implement real-time vision AI applications using NVIDIA DeepStream SDK in this 45-minute conference talk. Explore how companies worldwide are modernizing infrastructure with IoT sensors for rich insights, from patient fall detection to traffic flow analysis and customer behavior understanding. Dive into the latest capabilities of DeepStream SDK, witness demonstrations of reference apps built with DeepStream SDK, Transfer Learning Toolkit, and Vision AI pre-trained models. Learn about challenges in video analytics, speeding up intelligent video analytics training and inference, and solving industry-specific problems. Explore the DeepStream SDK overview, graph architecture, key features, and Python bindings. Gain insights into IoT applications, secure communication, over-the-air model updates, and native integration with Triton Inference Server. Discover how to deploy open-source models, unlock greater performance, and implement end-to-end AI using Transfer Learning Toolkit and DeepStream. Examine reference apps for people analytics, social distancing, and face mask detection. Access resources to start building high-performance vision AI applications today. Read more

Implementing Real-time Vision AI Apps Using NVIDIA DeepStream SDK

Nvidia
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