PinnedMichael SugimurainTowards Data ScienceFGO StyleGAN: This Heroic Spirit Doesn’t ExistFinetuning Nvidia’s StyleGAN to a custom Fate Grand Order use case·11 min read·May 20, 2019--6--6
Michael SugimuraA Tricksy Look at Outfitting: KitsuneAn approach to outfitting using attribute vector representations and a multi-task generator model to create outfits for a given seed item15 min read·Mar 19, 2021----
Michael SugimurainTowards Data ScienceProject Pendragon + Tonks: Multi-Task Feature Extraction for Farming Fate Grand OrderUsing a Tonks trained multi-task pytorch model to extract features from the mobile phone game Fate Grand Order13 min read·May 11, 2020----
Michael SugimuraTonks: Building One (Multi-Task) Model to Rule Them All!a new library for training multi-task networks in pytorch with images and or text.9 min read·Apr 28, 2020--1--1
Michael SugimurainTowards Data ScienceBreaking the Game: Pendragon Four Rise of MerlinMulti-agent reinforcement learning for the mobile phone game Fate Grand Order adding in powerful supports to clear late-game content·16 min read·Feb 25, 2020----
Michael SugimurainTowards Data SciencePendragon Four: Training Pipeline Deeper Dive for Multi Agent Reinforcement LearningDeeper dive into training multiple RL agents simultaneously to play the mobile phone game Fate Grand Order·14 min read·Feb 17, 2020----
Michael SugimurainTowards Data SciencePendragon Four: Multi-Agent Reinforcement Learning with Fate Grand OrderMulti-agent reinforcement learning in a custom game environment to train 4 agents and have them play the mobile phone game Fate Grand Order·21 min read·Dec 17, 2019----
Michael SugimurainTowards Data ScienceThis Dress Doesn’t ExistFine tuning GPT-2 and StyleGAN for a fashion use case to generate synthetic product images and descriptions·12 min read·Oct 9, 2019--2--2
Michael SugimurainTowards Data ScienceBuilding and Labeling Image Datasets for Data Science ProjectsSome tips and tricks for building image datasets·7 min read·Sep 9, 2019--2--2
Michael SugimurainTowards Data ScienceBERT Classifier: Just Another Pytorch ModelBuilding a custom Pytorch pipeline for a BERT classifier to figure out how BERT works piece by piece·9 min read·Jun 10, 2019--3--3