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Lukirby/Syn2Real-Segmentation-DomainAdaptation
Lukirby/Syn2Real-Segmentation-DomainAdaptation PublicThis project focuses on semantic segmentation using synthetic data from GTA-V and domain adaptation to real-world images from Cityscapes. Two segmentation architectures — DeepLabV3 and U-Net — are …
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Lukirby/Dota2-Team-Winner-Prediction
Lukirby/Dota2-Team-Winner-Prediction PublicThe dataset belongs to a competition hosted on Kaggle https://www.kaggle.com/competitions/mlcourse-dota2-win-prediction, the goal of which is to build a classifier model that predicts which of the …
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Lukirby/Stress-Testing-a-Markowitz-Portfolio
Lukirby/Stress-Testing-a-Markowitz-Portfolio PublicThis project applies AI techniques to the stress testing and optimization of a Markowitz portfolio. It combines traditional portfolio theory with machine learning and deep learning methods to analy…
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