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ML-TN-003 — AI at the edge: visual inspection of assembled PCBs for defect detection — Part 1

621 bytes added, 15:59, 19 March 2021

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===ResNet101===

File:Resnet101 train loss validation accuracy.png|Train and validation accuracy trend over 1000 training epochs for ResNet101 model

File:Resnet101 train loss validation loss.png|Train and validation loss trend over 1000 training epochs for ResNet101 model

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File:Resnet101 host confusion matrix.png|Confusion matrix of ResNet101 model on host machine before quantization

File:Resnet101 target confusion matrix.png|Confusion matrix of ResNet101 model on target device after quantization

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===ResNet152===

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