Industry

• Manufacturing (C category)
• Clothing and apparel manufacturing industry (12Medium category)

Industrial Pain Points

• DataAccuracy: Ensure that the data collected from the smart golf shirt is accurate and reliable, including hitting power, hitting angle, posture, etc., to provide accurate data analysis and evaluation.
• DataProtection and privacy: Ensure that the data collected using smart golf clothes is properly protected to prevent data leakage or improper use, while protecting the user's personal privacy rights.
• Adaptability and personalization: How to design smart golf jerseys based on the characteristics and needs of different athletes to provide personalized data analysis and guidance to help athletes improve their skills and performance.
• Wearing comfort: How to design and manufacture smart golf clothing with high comfort so that athletes feel comfortable during exercise without being interfered by the clothing itself.
• Battery life and charging technology: Ensure that the battery life of smart golf clothes is long enough to support long-term use, while developing efficient charging technology to reduce charging time and improve usage efficiency.
• Product price and popularity: How to reduce the production cost of smart golf clothing, make it more valuable and popular, so that more athletes can benefit from this technology.

Import AI benefits

For athletes, the benefits include:

• Skill improvement: Artificial intelligence can analyze athletes' information, sports skills and performance, provide timely personalized guidance and training suggestions, help optimize training methods and techniques, and improve athletes' performance and results.
• Injury prevention: Artificial intelligence can analyze athletes' posture, force distribution and movement patterns, etc., and timely detect potential risk factors and signs of sports injuries, helping athletes and coaches to take preventive measures to reduce the risk of injuries. risk, thereby saving on medical and rehabilitation costs and improving athlete endurance and competitiveness.
• Data-driven decision-making: Artificial intelligence can extract valuable information and patterns from a large amount of sports data, helping coaches and management teams formulate more precise strategies and tactics, and optimize game tactics and training plans. At the same time, by understanding the opponent's weaknesses, you can improve your chances of winning the game and increase your chances of winning games and rewards.
• Innovative business opportunities: Artificial intelligence has created many new business opportunities and markets, such as the development of smart sports devices, virtual reality training systems, sports data analysis platforms, etc. These products and services can attract athletes, coaches and sports enthusiasts attention of readers, bringing new income and business opportunities.

For non-athletes, benefits include:

• Health promotion: Artificial intelligence can provide personalized exercise suggestions and training plans, allowing people to exercise and exercise more effectively, helping to improve health status, enhance physical fitness, and reduce medical costs and health risks. .
• Improved fitness effects: Artificial intelligence can analyze personal exercise data, health indicators and physiological status, provide timely feedback and adjustment suggestions, help achieve better exercise effects, improve exercise performance, and reduce unnecessary sports injuries and risks. Through the guidance and monitoring of artificial intelligence, fitness goals can be achieved more effectively.
• Fitness experience upgrade: Artificial intelligence can be combined with virtual reality (Virtual Reality, abbreviationVR), augmented reality (Augmented Reality, abbreviated as AR) and other technologies to provide richer and more interesting and interactive fitness experiences.
• Health management and prevention: Artificial intelligence combined with the Internet of Things can monitor physiological data, activity patterns and health status, provide personalized health management and prevention suggestions, and help early detection of health problems, management of chronic diseases, Prevent the occurrence of diseases, reduce medical expenses and improve the quality of life.

Common AI technologies or applications

• Support Vector Machine: Use artificial intelligence such as support vector machine algorithms to extract key performance indicators from golf-related data, build accurate models, predict golfers' performance and potential risks, and provide personalized training suggestions. , helping golfers achieve their best form in competition.
• Convolutional neural network: Convolutional neural network used in the field of computer vision (Computer Vision) can analyze the movements and postures of golfers. Conduct action analysis and evaluation through pictures or video data, detect and record key indicators such as golfer's golf hitting posture, hitting speed, and hitting angle, and provide players with instant feedback and improvement suggestions. Posture-related data can be ReferenceGoogle AI proposed in 2022PoseFormerModel.
• Generative artificial intelligence: Using artificial intelligence such as generating pre-trained converters, combined with natural language processing technology, it can parse and understand the voice and text communication content between golfers and coaches. For example, golfers can use voice Ask questions about hitting skills, and the jersey system can recognize and understand these questions and provide corresponding answers or guidance, helping players and coaches communicate and convey training needs more effectively, and provide intelligent voice or text feedback and guide.

「Translated content is generated by ChatGPT and is for reference only. Translation date：2024-05-19」