{| align="center" style = "background: transparent; margin: auto; width: 60%;"|+ '''Host machine, confusion matrix & classification report'''|- | width=200px style = " vertical-align: center; " |[[File:Resnet50 host confusion matrix.png|center|Confusion matrix of ResNet50 model on host machine before quantization]]| width=200px style = " vertical-align: center; " | {| class="wikitable" style="margin: auto; text-align: center;"|+ ResNet50 host machine classification report |- style="font-weight:bold;" ! Class ! Precision ! Recall ! F1-score ! Support |- | style="text-align:left;" | IC | 0.95740 | 0.89900 | 0.92728 | 1000 |- | style="text-align:left;" | capacitor | 0.97278 | 0.96500 | 0.96888 | 1000 |- | style="text-align:left;" | diode | 0.88558 | 0.95200 | 0.91759 | 1000 |- | style="text-align:left;" | inductor | 0.97006 | 0.97200 | 0.97103 | 1000 |- | style="text-align:left;" | resistor | 0.98882 | 0.97300 | 0.98085 | 1000 |- | style="text-align:left;" | transistor | 0.92262 | 0.93000 | 0.92629 | 1000 |- style="font-weight:bold;" ! Weighted avg ! 0.94954 ! 0.94850 ! 0.94865 ! 6000 |}

{| align="center" style = "background: transparent; margin: auto; width: 60%;"|+ '''Target device, confusion matrix & classification report'''|- | width=200px style = " vertical-align: center; " |[[File:Resnet50 target confusion matrix.png|center|Confusion matrix of ResNet50 model on target device after quantization]] | width=200px style = " vertical-align: center; " | {| class="wikitable" style="margin: auto; text-align: center;"