Deep Neural Networks Approach to Microbial Colony Detection - A Comparative Analysis. - Sylwia Majchrowska; Jaroslaw Pawlowski; Natalia Czerep; Aleksander Górecki; Jakub Kucinski; Tomasz Golan (MIDI, 2021)

AGAR a microbial colony dataset for deep learning detection. - Sylwia Majchrowska; Jaroslaw Pawlowski; Grzegorz Gula; Tomasz Bonus; Agata Hanas; Adam Loch; Agnieszka Pawlak; Justyna Roszkowiak; Tomasz Golan; Zuzanna Drulis-Kawa (CoRR, 2021)

Generation of microbial colonies dataset with deep learning style transfer. - Jaroslaw Pawlowski; Sylwia Majchrowska; Tomasz Golan (CoRR, 2021)

Self-Normalized Density Map (SNDM) for Counting Microbiological Objects. - Krzysztof M. Graczyk; Jaroslaw Pawlowski; Sylwia Majchrowska; Tomasz Golan (CoRR, 2022)

Assessing microbial colony counting: A deep learning approach with the AGAR image dataset. - Sylwia Majchrowska; Jaroslaw Pawlowski; Grzegorz Gula; Tomasz Bonus; Agata Hanas; Adam Loch; Agnieszka Pawlak; Justyna Roszkowiak; Tomasz Golan; Zuzanna Drulis-Kawa (Neurocomputing, 2025)