Machine Vision with on-device AI and Deep Learning

Live material detection + squaring + measurements

Various Artificial Intelligence and Deep Learning driven scenarios, addressed thanks to Sm_ALL with or without and embedded image sensor (camera), such as :

• Live Quality inspection (defaults detection and tracking)

• Live Measurements

• Live squaring

Compatible with : existing IP RGB cameras

Use cases :

• Live material detection (detection of context and determination of subject of focus)

• Live automatic squaring (from different angles, in 2D or in 3D)

• Live quality inspection (detection of specific scratches and defaults)

  
  And last but not least : detection of what is important to detect for you on top of the objects already detected in this bundle.

The PHOENIX AI product involved :

SM_ALL with the ability to combine up to 4 detections at at time in real time with the video.
SM_ALL is a video pass-through with IP connectivity and PoE in/out with smart AI and Deep Learning processing in it at up to 60FPS in 4K :
1 PoE input with 100Mbits
1 100 Mbps output
1 PoE Output with 100Mbits

Workflow :

RJ45 IP Camera with PoE > Camera Stream Out > SM_ALL with PoE : decode, detections, encode, statistics > SM_All Stream Out with detection + statistics (JSON, XML, …) ( > VMS, UI Software, …)

Statistics & Logs for big data :
– in real time with defaults tracking, measures, …

Resolutions / Bandwidth :

From 250 pixels width, up to 4Kp60
Up to 100Mbits/stream