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Provide a way to log digit image when the confidence of the detection is low #245

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v-c opened this issue Jun 11, 2021 · 2 comments
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@v-c
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v-c commented Jun 11, 2021

I would like to improve the machine learning model of the digits. For this, I want to log images of digits where the confidence in the detected number is low. Is there a way to log all low confidence images of the digits?

@jomjol
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jomjol commented Jun 11, 2021

At the moment the confidence is not recorded. You can extract this during the tflite procedure int CTfLiteClass::GetOutClassification() (https://github.com/jomjol/AI-on-the-edge-device/blob/master/code/components/jomjol_tfliteclass/CTfLiteClass.cpp).
From there you can start writing a logging information.

@v-c
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v-c commented Jun 11, 2021

Thanks. Closing the issue.

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