Albina Jegorowa

Transfer learning in recognition of drill wear using convolutional neural network

Jarosław Kurek, Grzegorz Wieczorek, Bartosz Swiderski Michal Kruk et al. · 2017 · 29 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Developing automatic recognition system of drill wear in standard laminated chipboard drilling process

Jarosław Kurek, Michał Kruk, S. Osowski et al. · Bulletin of the Polish Academy of Sciences Technical Sciences · 2016 · 26 citations · Full text

Drilling Mechanics, Condition Monitoring, Engineering +14

Initial study on the use of support vector machine (SVM) in tool condition monitoring in chipboard drilling

Albina Jegorowa, J. Górski, Jarosław Kurek et al. · European Journal of Wood and Wood Products · 2019 · 26 citations · Full text

Engineering, Industrial Engineering, Mechanical Engineering +16

Use of nearest neighbors (k-NN) algorithm in tool condition identification in the case of drilling in melamine faced particleboard

Albina Jegorowa, Jarostaw Górski, Jarosław Kurek · Maderas Ciencia y tecnología · 2020 · 26 citations · Full text

Deep learning in assessment of drill condition on the basis of images of drilled holes

Jarosław Kurek, Bartosz Świderski, Albina Jegorowa et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 22 citations

Convolutional Neural Network, Engineering, Machine Learning +17