Andy BosyiA digital twin of terrain — 3D model from satellite imagesHypothesis4 min read·Dec 15, 2023----
Andy BosyiDocument Classification and Tagging with LLM and MLDocuments and databases can handle information, however, the difference is in the form. Documents and articles have unstructured but…4 min read·Dec 15, 2023--1--1
Andy BosyiChecking Document Outline with LLMLet’s solve the problem of an organization receiving multiple documents that should have the same information, but different formats, and…3 min read·Dec 15, 2023--1--1
Andy BosyiinTowards Data ScienceDifferentiable Programming — Inverse Graphics AutoEncoderLet’s consider handwritten character recognition using MNIST (EMNIST).10 min read·Jul 26, 2019--1--1
Andy BosyiinTowards Data ScienceActive Learning on MNIST — Saving on LabelingActive Learning is a semi-supervised technique that allows labeling less data by selecting the most important samples from the learning…7 min read·Dec 18, 2018--1--1
Andy BosyiinTowards Data ScienceVectorization of Raster to PolygonsI would never start writing any vectorization code if there was any free library. However, recently I was involved as a tech lead in an…2 min read·May 11, 2018----
Andy BosyiinTowards Data ScienceThe Natural Ear for Digital Sound Processing — as an alternative to the Fourier TransformThis is a primitive prototype of the natural ear. Why I came to it and how it can be better than the Fast Fourier Transform (FFT) in…5 min read·Jun 17, 2017----
Andy BosyiinTowards Data ScienceObject DetectionObject detection, especially recognition can be done using different technics, like a combination of OpenCV functions. For me, it was…4 min read·Apr 1, 2017----