CNN-based in situ tool wear detection: A study on model training and data augmentation in turning inserts
Alberto García-Pérez, Amina Ziegenbein, Eric Schmidt, Faranak Shamsafar, A. Fernández-Valdivielso, Raúl Llorente-Rodríguez, Matthias Weigold
Topics & Concepts
Insert (composites)MachiningArtificial intelligenceConvolutional neural networkCasingWeightingClassifier (UML)Tool wearComputer scienceProcess (computing)Artificial neural networkData acquisitionPattern recognition (psychology)Training setBinary classificationEngineeringEngineering drawingSupport vector machineMechanical engineeringAcousticsPhysicsOperating systemAdvanced machining processes and optimizationAdvanced Machining and Optimization TechniquesTunneling and Rock Mechanics