Question/Issue:
I want to use a new model of TensorRT library
Project ID:
[Provide the project ID]
Context/Use case:
I have a Jetson Nano where I ran a project using the TensorRT library in Deplyment. The issue is that I train another model with different pictures to be identified in the inference, but I don’t know now how to replace the old model by the new model that I download as TensorRT library.
It has been a long time since I install the old model that I don’t know how to install the new one. I guess that I have to replace de /build/model.eim but I don’t know how to build the new one.
Steps Taken:
I place the 3 folder created at edge impulse in the place of where the 3 old ones are.
I execute: APP_EIM=1 TARGET_JETSON_NANO=1 CC=clang-17 CXX=clang+±17 make -k
The /build/model.eim was not updated
Expected Outcome:
I would like the steps to follow to install the TensorRT library and replace the old one. I want to get rid of the old model.
Actual Outcome:
No modifications in the old /build/model.eim
Reproducibility:
- [ ] Always
Environment:
- Platform: [e.g., Raspberry Pi, nRF9160 DK, etc.]
- Build Environment Details: [e.g., Arduino IDE 1.8.19 ESP32 Core for Arduino 2.0.4]
- OS Version: [e.g., Ubuntu 20.04, Windows 10]
- Edge Impulse Version (Firmware): [e.g., 1.2.3]
- To find out Edge Impulse Version:
- if you have pre-compiled firmware: run edge-impulse-run-impulse --raw and type AT+INFO. Look for Edge Impulse version in the output.
- if you have a library deployment: inside the unarchived deployment, open model-parameters/model_metadata.h and look for EI_STUDIO_VERSION_MAJOR, EI_STUDIO_VERSION_MINOR, EI_STUDIO_VERSION_PATCH
- Edge Impulse CLI Version: [e.g., 1.5.0]
- Project Version: [e.g., 1.0.0]
-
Custom Blocks / Impulse Configuration: [Describe custom blocks used or impulse configuration]
Logs/Attachments:
[Include any logs or screenshots that may help in diagnosing the issue]
Additional Information:
[Any other information that might be relevant]