DeepStream SDK 5.0 [Developer Preview] Highlights & Walkthrough With YOLOv3 on Nvidia Jetson Nano

Welcome to our first video of DeepStream 5.0 on Jetson Nano, where we talk about the basics of creating your custom DeepStream app with YOLOv3. To help you with the jargons, we have also covered some basic information to provide you an overview of why you need DeepStrem SDK.DeepStream SDK is a Streaming Analytics Toolkit by Nvidia, tailor-made to cater to scalable 'Deep Learning based Computer Vision apps' across multiple platforms.
Before we explore more on the theory, let's have a look into the video timeline:
01:00 - What Is DeepStream
02:08 - Why Do We Need DeepStream SDK
03:38 - Advantages of DeepStream
04:08 - DeepStream 5.0 Key Highlights
06:45 - DeepStream With YoloV3 vs Darknet YoloV3 Perf Comparision
10:30 - How To Install DeepStream 5.0
16:20 - Custom DeepStream App Configuration
21:16 - Inference on Live Video [Mode: USB Camera]

23:44 - Inference on Recorded Video
28:22 - USB Camera Loophole Fix

 
It gives you a very big advantage over traditional approaches. One gets the benefit of not worrying about complicated processes involved to achieve such AI feats.

DeepStream brings everything together under one roof to ease the process of Edge Deployments & Cloud Connectivity in sync. It doesn't just stop at the Edge devices but also other High-Performance Computers with Nvidia GPUs. It's applications mainly focus on Intelligent Video Analytics (IVA) across smart-cities, retail, medical industry, and many domains.
To know more about DeepStream visit: https://developer.nvidia.com/deepstream-sdk
Get Started With DeepStream 5.0: https://developer.nvidia.com/deepstream-getting-started
Example DeepStream App Repo: https://github.com/marcoslucianops/DeepStream-Yolo
Stock Footages taken:
1. Traffic in streets of San Francisco: https://www.videezy.com/transportation/178-street-traffic-in-san-francisco
2. Traffic in streets of Kuala Lumpur: https://www.videvo.net/video/kuala-lumpur-streets-malaysia-/4610/

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Видео DeepStream SDK 5.0 [Developer Preview] Highlights & Walkthrough With YOLOv3 on Nvidia Jetson Nano канала Nerds United Alpha