Project Details

FairwayFriend brings cutting-edge technology to your fingertips, helping you improve your game by analyzing swing data and tracking personal history. These features, powered by machine learning, give you the insights you need to take your golf skills to the next level.

Differentiating swing types is crucial in golf. For our beginner players, FairwayFriend offers key insights into distinct swings ranging from the grip to the club.

Vision Transformers (ViTs) are a type of deep learning model designed for computer vision tasks. Introduced by researchers at Google in 2020, they adapt the transformer architecture, originally developed for natural language processing, to handle image data.

Data cleaning is an essential part of machine learning. Without properly cleaned data, the performance of machine learning models can suffer significantly. Dirty data, which may contain errors, inconsistencies, missing values, or irrelevant information, can lead to inaccurate predictions, overfitting, or misleading insights. Data cleaning ensures that the dataset is reliable, accurate, and relevant