eIQ tflite example for i.mx8mp

cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 

eIQ tflite example for i.mx8mp

1,060 Views
zohargolan
Contributor III

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?

0 Kudos
Reply
0 Replies
%3CLINGO-SUB%20id%3D%22lingo-sub-2170681%22%20slang%3D%22en-US%22%20mode%3D%22CREATE%22%3EeIQ%20tflite%20example%20for%20i.mx8mp%3C%2FLINGO-SUB%3E%3CLINGO-BODY%20id%3D%22lingo-body-2170681%22%20slang%3D%22en-US%22%20mode%3D%22CREATE%22%3E%3CP%3EI%20am%20looking%20for%20a%20full%20tutorial%20that%20will%20show%20me%20how%20to%20get%20a%20ML%20model%2C%20convert%20it%20to%20tflite%2C%20load%20it%20to%20the%20NXP%20with%20a%20camera%20and%20display%20and%20run%20the%20model%20to%20detect%20objects.%20I%20am%20pretty%20positive%20the%20NXP%20I.MX8MP%20along%20with%20the%20eIQ%20toolkit%20should%20be%20able%20to%20do%20that%2C%20but%20so%20far%20I%20couldn't%20find%20any%20way%20to%20load%20and%20run%20a%20tflite%20model%20on%20the%20I.MX8MP.%26nbsp%3B%3C%2FP%3E%3CP%3Ewhen%20trying%20to%20deploy%20any%20model%2C%20I%20am%20getting%20errors%20like%20%22please%20check%20your%20vision%20pipeline%20settings%20and%20make%20sure%20your%20remote%20device%20is%20correctly%20set%20up!%22%3C%2FP%3E%3CP%3EWhat%20does%20it%20mean%3F%3C%2FP%3E%3CBR%20%2F%3E%3CP%3EAnother%20thing%20that%20i%20am%20getting%20is%20this%20error%20when%20I%20am%20trying%20to%20run%20the%20gstreamer%20command%20the%20eIQ%20try%20to%20run.%20The%20error%20is%26nbsp%3B%3C%2FP%3E%3CP%3E**%20(gst-launch-1.0%3A2311)%3A%20CRITICAL%20**%3A%2018%3A16%3A43.063%3A%20_check_tensors%3A%20assertion%20'config-%26gt%3Binfo.num_tensors%20%26gt%3B%3D%20limit'%20failed%3C%2FP%3E%3CBR%20%2F%3E%3CP%3EAgain%2C%20incryptic%20message.%3C%2FP%3E%3CBR%20%2F%3E%3CP%3EHelp%20anyone%3F%3C%2FP%3E%3C%2FLINGO-BODY%3E