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Articles Home » Introduction to Data Science and A.I. » Improving performance of Sports Professionals with AI Computer Vision and Video Annotation

Improving performance of Sports Professionals with AI Computer Vision and Video Annotation

Every athletic performer aims to perform their best in every competition. However, the dynamic world of sports is not easy. There is a lot of research, deliberation, and hard work involved, on and off the field, to grab the winning position. This is where technology, the world of artificial intelligence to be precise, is playing a major role. How, do you ask? Read on to learn how AI can help uplift a player's position by amplifying the efforts of sports professionals.


Sports organizations, coaches, and players are all eyeing and taking the help of computer vision and video annotation to gauge athlete’s performance by extracting meaningful data from training and competition videos. This data gives players the right direction where they can channel their energy for maximum results on the playing field.


Video Annotation Services – How it enhances Athlete Performance?


AI models utilize past videos of games and/or matches as training data to track important elements and thereafter tag and label them. The extraction allows watching and understanding player movements and actions, field objects, and course of actions in winning events. The use of video annotation services utilizes human vision algorithms and human annotation expertise to extract detailed analysis and evaluate performances from past match videos.


Gaining Insights for Better Performance


AI video annotation services provide data that helps to delve deeper and get a better understanding of an athlete’s performance. These services assist Big Time in analyzing and evaluating the nuances of sports with utmost precision. Thereafter, coaches are able to identify the strengths and weaknesses of their own individual team players along with their opponents. Thus, giving them the direction to design training programs accordingly.


Real-Time Performance Evaluation & Improvement


Sports are dynamic in nature. Every move from any player and at any point of time during the match or tournament can turn the tables. Have you heard about real-time match monitoring using AI? This is a big advantage of AI that helps players and coaches detect on-the-field situations and make impromptu moves. It allows players to optimize their performance in real time considering the current situation on the field like opponent teams players’ positions and playing patterns.


Injury Prevention and Treatment


Injuries are a part and parcel of any game. What if you are able to identify and predict probable injuries to take precautions? That would be great, right? AI for sports helps identify probable risks of injury and suggest mitigations like corrective exercises and training modifications. Monitoring the recovery process also becomes comparatively easy and convenient.


Comparison With Opponent Performance


It goes without saying – comparing performances and learning from the mistakes of opponents is a big advantage that AI sports professionals can leverage. This facilitates setting realistic goals, motivating players, and setting up strategies to enhance performance on the field with respect to your opponent. After all, you win even if you are even one inch better than your opponent.


Talent Acquisition


Recruitment using AI in sports has become a norm. AI helps in analyzing the physical attributes, technical skills, and tactical awareness of candidates. AI helps understand the capabilities and suitability of candidates for particular roles. Thus, ensuring negligible bias and selection of talented candidates only. Sports organizations can save a lot of time in screening avoiding traditional recruitment practices and AI does the majority of the tasks.


Wrapping it Up


The emergence of AI video annotation services and computer vision technologies has significantly transformed the way sports professionals function. AI not only helps detect errors but also provides solutions to monitor and refine the game for winning. Players, coaches, and managers should leverage AI technologies to identify the talent, strengths, and weaknesses of the opponent team, improve skills, learn best practices, and craft match-winning strategies.


Video annotation services encounter challenges but this technology is improving on a regular basis and with time, the utilization will only increase. Adoption of AI technologies is no longer an option but a necessity for sports professionals to do well in the game and remain relevant.


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