Single Line Electrical Drawings (SLED): A Multiclass Dataset Benchmarked by Deep Neural Networks

• Main Authors: Bhanbhro, H., Hooi, Y.K., Zakaria, M.N.B., Hassan, Z., Pitafi, S.
• Format: Conference or Workshop Item
• Published: 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/37989/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178020733&doi=10.1109%2fICSET59111.2023.10295140&partnerID=40&md5=c4fb1a4b9990d4c1b1e1a53a66483043
• Institution: Universiti Teknologi Petronas

Single-line drawings have diverse applications across various industries, including electrical substations, buildings, power distribution, maintenance, and more. Analyzing and interpreting these diagrams using deep neural networks requires the creation of large datasets, which poses a challenging ta...