4-band resistor recognition using LeNet-5

• Main Authors: Puno, John Carlo V., Rabano, Stephenn L., Velasco, Jessica S., Cabatuan, Melvin K., Sybingco, Edwin, Dadios, Elmer P.
• Format: text
• Published: Animo Repository 2022
• Subjects: Electric resistors; Neural networks (Computer science); Deep learning (Machine learning); Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/5749
• Institution: De La Salle University

Compound color object recognition application is a challenging problem. This problem is applied to the automatic reading of resistor values for 4-band resistors. The images of different resistor values are in a .jpeg extension. The readings are based on a standard resistor color-coding. In this pape...