Izabella Antoniuk

Prediction of Blueberry (Vaccinium corymbosum L.) Yield Based on Artificial Intelligence Methods

Gniewko Niedbała, Jarosław Kurek, Bartosz Świderski et al. · Agriculture · 2022 · 24 citations · Full text

Precision Agriculture, Engineering, Botany +16

Deep learning methods for drill wear classification based on images of holes drilled in melamine faced chipboard

Albina Jegorowa, Jarosław Kurek, Izabella Antoniuk et al. · Wood Science and Technology · 2020 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Application of Machine Learning Algorithms for Tool Condition Monitoring in Milling Chipboard Process

Agata Przybyś-Małaczek, Izabella Antoniuk, Karol Szymanowski et al. · Sensors · 2023 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Prediction of Potato (Solanum tuberosum L.) Yield Based on Machine Learning Methods

Jarosław Kurek, Gniewko Niedbała, Tomasz Wojciechowski et al. · Agriculture · 2023 · 19 citations · Full text

Precision Agriculture, Engineering, Machine Learning +21

Data augmentation techniques for transfer learning improvement in drill wear classification using convolutional neural network

Jarosław Kurek, Joanna Aleksiejuk-Gawron, Izabella Antoniuk et al. · Machine Graphics and Vision · 2019 · 16 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18