About Solution
Innovative AI-powered application designed to assist golf enthusiasts in enhancing and pre-analyzing their game. monitor and improve skill of golfers by predicting ‘Play like distance’ by analyzing wind speed, angle, shot distance and type of wind conditions including cross headwind, crosswind, and tailwind, providing golfers with a data-driven approach for skill improvement.
Approach for the solution
Leveraging the capabilities of both Machine Learning (ML) and Deep Learning (DL) models is the key to achieve optimal AI performance.
Our approach involves comprehensive training and testing using a diverse set of models, including XGBoost, Random Forest, and Artificial Neural Networks (ANN) and many more. Ensuring the best performance is a priority.
Model optimization plays a pivotal role in further enhancing performance and addressing potential issues in the results. We employ a systematic process, formulating and training ANN models with various architectures, hyperparameters and applying different training approaches like ‘Early Stopping’ for optimizing the model.
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