<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning"^^ . "Cricket has a massive global following and is ranked as the second most popular sport globally, with an estimated 2.5 billion fans. Batting requires quick decisions based on ball speed, trajectory, fielder positions, etc. Recently, computer vision and machine learning techniques have gained attention as potential tools to predict cricket strokes played by batters. This study presents a cutting-edge approach to predicting batsman strokes using computer vision and machine learning. The study analyzes eight strokes: pull, cut, cover drive, straight drive, backfoot punch, on drive, flick, and sweep. The study uses the MediaPipe library to extract features from videos and several machine learning and deep learning algorithms, including random forest (RF), support vector machine, k-nearest neighbors, decision tree, linear regression, and long short-term memory to predict the strokes. The study achieves an outstanding accuracy of 99.77% using the RF algorithm, outperforming the other algorithms used in the study. The k-fold validation of the RF model is 95.0% with a standard deviation of 0.07, highlighting the potential of computer vision and machine learning techniques for predicting batsman strokes in cricket. The study’s results could help improve coaching techniques and enhance batsmen’s performance in cricket, ultimately improving the game’s overall quality."^^ . "2023-08" . . . "23" . "15" . . "Sensors"^^ . . . "14248220" . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Sandra"^^ . "Dudley"^^ . "Sandra Dudley"^^ . . "Isabel de la Torre"^^ . "Diez"^^ . "Isabel de la Torre Diez"^^ . . "Furqan"^^ . "Rustam"^^ . "Furqan Rustam"^^ . . "Julién"^^ . "Brito Ballester"^^ . "Julién Brito Ballester"^^ . . "Hafeez Ur Rehman"^^ . "Siddiqui"^^ . "Hafeez Ur Rehman Siddiqui"^^ . . "Faizan"^^ . "Younas"^^ . "Faizan Younas"^^ . . "Imran"^^ . "Ashraf"^^ . "Imran Ashraf"^^ . . "Emmanuel"^^ . "Soriano Flores"^^ . "Emmanuel Soriano Flores"^^ . . . . . . "Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning (Texto)"^^ . . . "sensors-23-06839-v2.pdf"^^ . . . "Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #8653 \n\nEnhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .