Justin Lutz
Published © Apache-2.0

Smart Factory with TI TDA4VM

Using a TI TDA4VM, RTSP streaming, and an Edge Impulse model, monitor the status on your factory equipment and take action when needed.

IntermediateFull instructions provided10 hours641
Smart Factory with TI TDA4VM

Things used in this project

Hardware components

SK-TDA4VM Edge AI starter kit
Texas Instruments SK-TDA4VM Edge AI starter kit
×1
reComputer Jetson-10-1-A0 with Jetson Nano module, M.2 Key E Slot, Type-C connectors, Aluminium case, pre-installed JetPack System
Seeed Studio reComputer Jetson-10-1-A0 with Jetson Nano module, M.2 Key E Slot, Type-C connectors, Aluminium case, pre-installed JetPack System
×1
Webcam, Logitech® HD Pro
Webcam, Logitech® HD Pro
×1
HDMI 8" LCD Screen Kit (1024x768)
Pimoroni HDMI 8" LCD Screen Kit (1024x768)
×1
Intel wireless 9260 M2 card
×1
IPEX MHF4 antenna
×1

Software apps and online services

VS Code
Microsoft VS Code
Texas Instruments Processor SDK Linux for Edge AI 8.05
VLC media player

Story

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Schematics

SK-TDA4VM setup

Setup for the SK-TDA4VM. Since I do RTSP streaming, there is no USB camera connected.

Code

SK-TDA4VM code

Example of running RTSP stream with Edge Impulse model on SK-TDA4VM board. Included config yaml file, along with complete model and the python executables.

Credits

Justin Lutz

Justin Lutz

23 projects • 35 followers
Quality manager by day, tinkerer by night. Avid runner. You can tell I'm a dad because of my jokes.

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