AI enabled acoustic object detection system
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I'm developing an audio classification project with four classes using an RNN with LSTM. While the model performs well in classifying audio in silent environments, it struggles with noisy situations like crowds or disturbances. How can I train the model more robustly to accurately predict classifications in such challenging environments?
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Hi @sanal143, Welcome to the MakerGram community
.Does your training data contain noise data similar to the data you are inferencing? and May I know, what kind of hardware you are using to run the model. Thanks
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@salmanfaris Thank you Salman, This solution worked for me.
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@Abhay Can you try one more method
Downloaded both boards, “Seeed nRF52 Boards” and “Seeed nRF52 mbed-enabled Boards.”
Copy the adafruit-nrfutil from
/Users/<user>/Library/Arduino15/packages/Seeeduino/hardware/mbed/2.9.2/tools/adafruit-nrfutil/macos/adafruit-nrfutilto
/Users/<user>/Library/Arduino15/packages/Seeeduino/hardware/nrf52/1.1.8/tools/adafruit-nrfutil/macos/adafruit-nrfutilThen chmod -x the copied file
Please check and let me know. Src
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I was using "Seeed nRF52 Boards: 1.1.8" and the issue was there. Followed the steps and installed the packages and board you mentioned and the issue is still there. I changed the board from Seeed nRF to Adafruit nRF and issue is also showing for Adafruit nRF
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@Abhay said in Compilation Error for Seeed XIAO nRF52840 Sense in Arduino IDE on macOS:
Seeed nRF52 mbed-enabled Boards: 2.9.2
Seeed nRF52 Boards: 1.1.8@Abhay, are you getting the error while selecting both boards? You can also try using "Seeed nRF52 Boards: 1.1.8".
Since it's nRF series can you try to install the - adafruit-nrfutil pip package and see!
also try to install - Adafruit Feather nRF52 using board manager and check again.