PinnedMaciej AdamiakinBetter ProgrammingGenerative AI and Remote Sensing ImageryCan we utilize realistic but artificial samples when researching natural geographic phenomena?7 min read·Apr 14, 2024--2--2
PinnedMaciej AdamiakinSoftwareMill Tech BlogEntering the world of on-edge machine learningA story of a DIY project that combines deep learning and an Arduino Pro board.8 min read·Feb 1, 2023----
PinnedMaciej AdamiakinBetter ProgrammingAI Life Sciences Use Case of Colony Forming Units CountingOur simple experiment with some results10 min read·Apr 14, 2024--2--2
Maciej AdamiakinBetter ProgrammingAI for Good and BadTaking a wild guess on the future of artificial intelligence and humankind9 min read·May 17, 2023----
Maciej AdamiakinBetter ProgrammingA Benchmark for Satellite Imagery Segmentation Models — Case StudyA holistic scientific approach to a Machine Learning project with Science as a Service5 min read·Mar 16, 2023----
Maciej AdamiakinBetter ProgrammingEnd-to-End Transportation Mode Recognition Software — A Case StudyA story about a multilayer machine-learning project developed at a glorious velocity8 min read·Mar 12, 2023----
Maciej AdamiakinSoftwareMill Tech BlogExplainable AI (XAI) in remote sensing classification tasksIntroduction7 min read·Jan 19, 2023----
Maciej AdamiakinSoftwareMill Tech BlogMachine Learning + Geography = ❤Utilizing neural networks in spatial data analysis4 min read·Nov 16, 2022----
Maciej AdamiakinSoftwareMill Tech BlogThings and stuff or how remote sensing could benefit from panoptic segmentationA look at the benefits of panoptic segmentation in remote sensing projects.5 min read·Feb 23, 2022----
Maciej AdamiakinSoftwareMill Tech BlogLemon Dataset Data AugmentationNo text only lemon generative art fails :)3 min read·Sep 8, 2020----
