eIQ tflite example for i.mx8mp

zohargolan — Tue, 16 Sep 2025 21:19:44 GMT

I am looking for a full tutorial that will show me how to get a ML model, convert it to tflite, load it to the NXP with a camera and display and run the model to detect objects. I am pretty positive the NXP I.MX8MP along with the eIQ toolkit should be able to do that, but so far I couldn't find any way to load and run a tflite model on the I.MX8MP.

when trying to deploy any model, I am getting errors like "please check your vision pipeline settings and make sure your remote device is correctly set up!"

What does it mean?

Another thing that i am getting is this error when I am trying to run the gstreamer command the eIQ try to run. The error is

** (gst-launch-1.0:2311): CRITICAL **: 18:16:43.063: _check_tensors: assertion 'config->info.num_tensors >= limit' failed

Again, incryptic message.

Help anyone?

topic eIQ tflite example for i.mx8mp in Generative AI & LLMs

eIQ tflite example for i.mx8mp