Seán Ó.’s Post

I've been competing in Kaggle's March Machine Learning Mania for the past 4 years as it has been entertaining & challenging! This year's was no different! Looking forward to next year's! https://lnkd.in/gJayjNyc #kaggle #marchmachinelearningmania #marchmachinelearningmania2024 #marchmadness #bracketprediction #ncaa #ncaabasketball #basketball #artificialintelligence #machinelearning #technology #engineer #datascience #dataengineer #computerscience

Excited to share my latest project - a Tennis Analysis system that uses machine learning and computer vision to analyze tennis players in a video! 🎾💻 In this project, I utilized YOLO (You Only Look Once) v8 for player detection, fine-tuned YOLO for tennis ball detection, and extracted court keypoints using a trained YOLOV5 model and a tennis court key point model. With this system, we can measure a player's speed, ball shot speed, and number of shots - providing valuable insights for coaches, players, and enthusiasts alike. My GitHub repo: https://lnkd.in/gSDpQf3r I had a great time working on this project and honing my machine learning and computer vision skills. Let me know if you have any questions or feedback! #tennis #machinelearning #computervision #AI

Revolutionizing basketball, this project introduces sensor-equipped shoes that track your game. With AI analysis on your phone, it offers personalized insights to enhance performance and prevent injuries. A game-changer for every player aiming for excellence and longevity in their basketball journey. Under the guidance of Niral Desai and Sabyasachi Biswas Do check it out!!! Hitesh Shilpi

March is here, and so is the excitement for filling out our basketball brackets! But have you ever wondered if AI can boost your chances of accurate predictions? Well, stay tuned for our new episode coming out on Monday, where we explore this topic and provide insights. Our aim is to help you make informed decisions just in time for the big games!🏀 #AIinSports #BasketballBracket #Predictions #DataScience #TechUNMUTED

Using Machine Learning in Basketball 🏀 As machine learning techniques become more commonplace in investigating performance, technical, and tactical data, it is important to understand a fundamental concept: Assessing for Multicollinearity. For example: if we are looking at the CMJ, jump height flight time and jump height impulse-momentum would be highly correlated and thus one needs to be discarded. 🔑 do not let redundant variables in your models give you false information. #athletictraining #athletictherapy #athleticperformance #athleticmedicine #strengthandconditioning #sportsperformance #sportsmedicine #sportschiropractic #basketball #basketballperformance #sportscience

🚀 Excited to share my latest project! I developed a high-performance machine learning model that predicts tennis match outcomes with impressive accuracy. 🔍 Key Highlights: Top Performer: Our Stacking Classifier (STK), which combines LightGBM, CATBoost, and XGBoost, achieved a remarkable 98.92% cross-validation score. Enhanced Insights: The model's precision provides valuable forecasts for teams and broadcasters, enhancing strategic decision-making. #MachineLearning #DataScience #SportsAnalytics #Tennis #ModelDevelopment #AI

🎮✨ Playing and Learning with Lazer Maze! 🚀 If you're into #lasers and strategy, Lazer Maze is the perfect game to dive into. It’s not just about having fun—it's a great way to better understand how positioning mirrors in front of a laser beam (collimated) affects the outcome. 🪞🔦 By strategically placing mirrors, you can guide the laser and interact with results in real time, which is super helpful for anyone trying to grasp how mirrors support our ideas when working with lasers in the industry. 🌟 Whether you're just curious or working in tech, this game offers an exciting and practical way to explore the physics behind lasers. 💡 Give it a shot and see how mirrors can help bring your laser-based ideas to life! 👨💻👩💻 https://lnkd.in/dey9ApGT #fun #learning #optics

Google DeepMind can beat humans at table tennis oogle DeepMind has made significant strides in training a robot to play table tennis at a competitive level. The robot, equipped with a 3D-printed paddle and advanced AI, has managed to win 45% of its matches against human opponents1. It performed exceptionally well against beginner and intermediate players, although it struggled against advanced opponents2.This achievement is not just about winning games; it represents a step towards creating robots capable of performing complex tasks in real-world environments1. The system uses a combination of computer simulations and real-world data to refine its playing style and adapt its tactics during matches

Machine Learning in Basketball 🏀 When I first started exploring machine learning; I realized much of research into sport portrays a black box 🗃️approach; where data is input…something happens…and data is output. The difficult thing about black box approaches is not being able to edit and understand what variables weigh more than others. One question I explored was ‘fatigue’ in our basketball players. However, my approach was multi-factorial and algorithmic so equations could be tested, trained, and executed. This is my approach to machine learning. #athletictraining #athletictherapy #athleticperformance #athleticmedicine #strengthandconditioning #sportsperformance #sportsmedicine #sportschiropractic #basketball #basketballperformance #SportsScience

TruRep AI is revolutionizing basketball training by enabling players to develop pro-level shooting patterns through real-time feedback from their iWatch! Through the principle of repetition, TruRep helps players ingrain these patterns into their muscle memory that fine-tune mechanics and optimize performance.  By making solo training highly effective and efficient, TruRep AI empowers players to reach new levels of confidence and success than ever before! Allowing them to achieve in minutes what used to require weeks, months or years to accomplish. TruRep is the future of sports training and the most powerful sports performance enhancer on the planet.