PCB_scans

This dataset contains laser scans of PCBs as explained in "Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans". On the left and right image, we have a closer look at one circuit module of a PCB , before and after die attachment. Notice the different types of glue annotated as A, B, C, D and E. On each circuit there are four glue deposits on each type where approximately the same quantity of glue has been placed. As explainedin our paper the top three deposits are used for training and the bottom one for testing.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] Nikolaos Dimitriou, "PCB_scans", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/z902-4t15. Accessed: Feb. 18, 2020.
@data{z902-4t15-19,
doi = {10.21227/z902-4t15},
url = {http://dx.doi.org/10.21227/z902-4t15},
author = {Nikolaos Dimitriou },
publisher = {IEEE Dataport},
title = {PCB_scans},
year = {2019} }
TY - DATA
T1 - PCB_scans
AU - Nikolaos Dimitriou
PY - 2019
PB - IEEE Dataport
UR - 10.21227/z902-4t15
ER -
Nikolaos Dimitriou. (2019). PCB_scans. IEEE Dataport. http://dx.doi.org/10.21227/z902-4t15
Nikolaos Dimitriou, 2019. PCB_scans. Available at: http://dx.doi.org/10.21227/z902-4t15.
Nikolaos Dimitriou. (2019). "PCB_scans." Web.
1. Nikolaos Dimitriou. PCB_scans [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/z902-4t15
Nikolaos Dimitriou. "PCB_scans." doi: 10.21227/z902-4t15