The data set includes three sub-data sets, namely the DAGM2007 data set, the ground crack data set, and the Yibao bottle cap defect data set, which are divided into a training set and a test set, in which the positive and negative samples are unbalanced.

Dataset Files

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[1] ZESHENG LIN, "defect detection dataset", IEEE Dataport, 2020. [Online]. Available: Accessed: Apr. 17, 2024.
doi = {10.21227/ekkr-de53},
url = {},
author = {ZESHENG LIN },
publisher = {IEEE Dataport},
title = {defect detection dataset},
year = {2020} }
T1 - defect detection dataset
PY - 2020
PB - IEEE Dataport
UR - 10.21227/ekkr-de53
ER -
ZESHENG LIN. (2020). defect detection dataset. IEEE Dataport.
ZESHENG LIN, 2020. defect detection dataset. Available at:
ZESHENG LIN. (2020). "defect detection dataset." Web.
1. ZESHENG LIN. defect detection dataset [Internet]. IEEE Dataport; 2020. Available from :
ZESHENG LIN. "defect detection dataset." doi: 10.21227/ekkr-de53