Difference between revisions of "ML-TN-005 — Real-time Social Distancing and video streaming on Orca SBC"

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(Created page with "{{InfoBoxTop}} {{AppliesToMachineLearning}} {{AppliesTo Machine Learning TN}} {{AppliesTo ORCA TN}} {{AppliesTo ORCA SBC TN}} {{InfoBoxBottom}} __FORCETOC__ == History == {|...")
 
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==Introduction==
 
==Introduction==
 +
This Technical Note (TN for short) illustrates an interesting use case of the i.MX8M Plus-powered [[ORCA_SBC|Orca Single Board Computer]]. In a nutshell, this example demonstrates the following functionalities, which are typical for many video processing applications:
 +
* Capturing live video streams from MIPI CSI-2 cameras
 +
* Hardware-accelerated color space conversion (GPU-powered)
 +
* Hardware-accelerated real-time inferencing (NPU-powered)
 +
* Hardware-accelerated video encoding (two streams)
 +
* Hardware-accelerated video decoding (two streams)
 +
* Hardware-accelerated GUI (GPU)
 +
 +
==Testbed==
 +
Basically, the testbed consists of two Orca SBC's connected as shown in the following diagram.
 +
 +
TBD
 +
 +
Both SBC's run Yocto Linux based on the 5.4.70 BSP by NXP.

Revision as of 14:36, 6 December 2021

HOME SOMs SBCs ToloMEO Embedded Assistant Sale-tag.pngGET A QUOTE Customer-service.pngONLINE HELPDESK
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NeuralNetwork.png Applies to Machine Learning


History[edit | edit source]

Version Date Notes
1.0.0 December 2021 First public release

Introduction[edit | edit source]

This Technical Note (TN for short) illustrates an interesting use case of the i.MX8M Plus-powered Orca Single Board Computer. In a nutshell, this example demonstrates the following functionalities, which are typical for many video processing applications:

  • Capturing live video streams from MIPI CSI-2 cameras
  • Hardware-accelerated color space conversion (GPU-powered)
  • Hardware-accelerated real-time inferencing (NPU-powered)
  • Hardware-accelerated video encoding (two streams)
  • Hardware-accelerated video decoding (two streams)
  • Hardware-accelerated GUI (GPU)

Testbed[edit | edit source]

Basically, the testbed consists of two Orca SBC's connected as shown in the following diagram.

TBD

Both SBC's run Yocto Linux based on the 5.4.70 BSP by NXP.

HOME SOMs SBCs ToloMEO Embedded Assistant Sale-tag.pngGET A QUOTE Customer-service.pngONLINE HELPDESK
Roadmap IoT Services ML/AI services Embedded Design Services
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