This dataset is composed by both real and sythetic images of power transmission lines, which can be fed to deep neural networks training and applied to line's inspection task. The images are divided into three distinct classes, representing power lines with different geometric properties. The real world acquired images were labeled as "circuito_real" (real circuit), while the synthetic ones were identified as "circuito_simples" (simple circuit) or "circuito_duplo" (double circuit). There are 348 total images for each class, 232 inteded for training and 116 aimed for validation/testing.

Dataset Files

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[1] Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente, "Power transmission line dataset", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/t9qk-cn48. Accessed: Jun. 27, 2022.
@data{t9qk-cn48-21,
doi = {10.21227/t9qk-cn48},
url = {http://dx.doi.org/10.21227/t9qk-cn48},
author = {Lucas Diniz; Tiago Santa Maria; Guilherme Augusto Pussente },
publisher = {IEEE Dataport},
title = {Power transmission line dataset},
year = {2021} }
TY - DATA
T1 - Power transmission line dataset
AU - Lucas Diniz; Tiago Santa Maria; Guilherme Augusto Pussente
PY - 2021
PB - IEEE Dataport
UR - 10.21227/t9qk-cn48
ER -
Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente. (2021). Power transmission line dataset. IEEE Dataport. http://dx.doi.org/10.21227/t9qk-cn48
Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente, 2021. Power transmission line dataset. Available at: http://dx.doi.org/10.21227/t9qk-cn48.
Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente. (2021). "Power transmission line dataset." Web.
1. Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente. Power transmission line dataset [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/t9qk-cn48
Lucas Diniz, Tiago Santa Maria, Guilherme Augusto Pussente. "Power transmission line dataset." doi: 10.21227/t9qk-cn48