Edge Impulse Inc. / Sound Weld Anomaly Detection Public

Edge Impulse Inc. / Sound Weld Anomaly Detection

Using audio data collected by the Belgian Welding Institute, this project uses sound signatures to detect defects during the welding process.

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Download block output

Title Type Size
Spectrogram training data NPY file 1347 windows
Spectrogram training labels NPY file 1347 windows
Spectrogram testing data NPY file 247 windows
Spectrogram testing labels NPY file 247 windows
NN Classifier model TensorFlow Lite (float32) 22 KB
NN Classifier model TensorFlow Lite (int8 quantized) 11 KB
NN Classifier model TensorFlow SavedModel 33 KB

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Summary

Data collected
24m 34s

Project info

Project ID 47648
Project version 4
License No license attached