PinnedSofya LipnitskayainTowards Data ScienceBird by Bird using Finite AutomataFinite state machine modelling and simulation for real-world AI systems on object detection using PythonMay 14May 14
PinnedSofya LipnitskayainTowards Data ScienceBird by Bird using Deep LearningAdvancing CNN model for fine-grained classification using transfer learning, auxiliary task and attentionJan 3, 20213Jan 3, 20213
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 machinesFeb 133Feb 133
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 SQLiteMar 17, 2021Mar 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 datasetJan 8, 2021Jan 8, 2021
