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PinnedSofya LipnitskayainTowards Data ScienceBird by Bird using Deep LearningAdvancing CNN model for fine-grained classification using transfer learning, auxiliary task and attention17 min read·Jan 3, 2021--3--3
Sofya LipnitskayainTowards Data ScienceFinite Automata Simulation for Leveraging AI-Assisted SystemsDesign, modelling, and simulation of real-world AI systems to improve performance on object detection tasks using finite state machines13 min read·Feb 13, 2024--3--3
Sofya LipnitskayainTowards Data ScienceDeveloping an AI-based Android app for automated image annotationEasy-to-use Android App for generating descriptive tags of images built with PyTorch, Kotlin and SQLite7 min read·Mar 17, 2021----
Sofya LipnitskayainArtificial Intelligence in Plain EnglishData-driven approach for bird image classificationExploratory analysis and deep learning experiments using images from the CUB-200–2011 dataset8 min read·Jan 8, 2021----