My edge impulse model is working in edge impulse plattform. but not in my hardware even in static bufer example

,
#1

I have created an command recognition model and it was 85% accurate. when i run that model in my esp32s3 and inmp441 hardware it is always printing noise categori.(i have 3 category noise,sister,unknown).even i tried static buffer example and copied 16k raw feature from edge impulse live classifier. in live classifier for the same 16k raw sample it is 100% sure it is sister . but for the same 16k raw sample it is printing noise. whats wrong ?

#2

Hi, @NAMAN_NAIK and thanks for posting!
Can you please use the template and fill all the applicable information? It’s important for us to troubleshoot your problem.

Please try to fill as much detail as possible, this information will inform our tech team, and give the best time for resolution. Thanks!

Question/Issue:
[Describe the question or issue in detail]

Project ID:
[Provide the project ID]

Context/Use case:
[Provide context or use case where the issue is encountered]

Steps Taken:

    [Step 1]
    [Step 2]
    [Step 3]

Expected Outcome:
[Describe what you expected to happen]

Actual Outcome:
[Describe what actually happened]

Reproducibility:

    [ ] Always
    [ ] Sometimes
    [ ] Rarely

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]