Video Analysis Technology and the Evolution of Coaching - The Frontline of Motion Analysis in NPB

The Dawn of the VTR Era - The Moment Video Changed Coaching

The history of video analysis in NPB dates back to the spread of VTR (Video Tape Recorders) in the 1970s. Before this, coaching relied entirely on coaches' memories and subjective observations. The introduction of VTR enabled repeated playback of pitching and batting forms, creating a common language between players and coaches. A pioneering effort was the Seibu Lions of the 1980s. Under manager Tatsuro Hirooka, a systematic scouting system was built to collect and analyze opponent footage, which contributed to their golden era. However, video analysis at the time had significant limitations. Rewinding and cueing tapes was time-consuming, making it difficult to instantly reference specific moments. Video resolution was also low, unable to accurately capture subtle finger movements or ball rotation. Nevertheless, the emergence of video as an objective recording medium was a groundbreaking development that challenged the apprenticeship-style coaching culture of learning by observation.

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The Impact of Digitalization and High-Speed Cameras

Entering the 2000s, video analysis evolved dramatically through digitalization. Recording on DVDs and hard drives made video searching and editing easier, creating an environment where footage could be reviewed in real-time during games. Even more revolutionary was the introduction of high-speed cameras. While standard cameras capture at 30 frames per second, high-speed cameras can capture over 1,000 frames per second, enabling detailed analysis of arm action during pitching and the moment of bat-ball collision. NPB teams began introducing high-speed cameras in the early 2010s. This technology made visible the subtle changes in pitching mechanics that were invisible to the naked eye. For example, high-speed camera footage retrospectively confirmed that an injured pitcher's release point had dropped by several centimeters before the injury, demonstrating potential applications for injury prevention. In batting, the ability to measure bat angle and head speed at the moment of impact dramatically improved batting coaching precision.

The Fusion of AI Motion Analysis and Biomechanics

In the 2020s, NPB's video analysis entered a new phase with the fusion of artificial intelligence and biomechanics. Traditional video analysis involved coaches and analysts visually reviewing footage and identifying issues based on experience. However, AI-powered motion analysis systems can automatically generate skeletal models of players and quantify joint angles and body coordination. This transformed subjective observations like 'hip rotation is slow' or 'shoulder opens too early' into specific data on angles and timing differences. The SoftBank Hawks pioneered AI motion analysis adoption, utilizing it for pitcher form improvement. The team's analysis confirmed correlations between subtle form changes detected by AI and injury risk, opening the path to preventive medicine approaches. Additionally, advances in markerless motion capture technology are making it possible to extract 3D motion data from regular practice footage without requiring players to wear special suits or sensors.

Books on biomechanics are also helpful references

Democratization of Video Analysis and Transformation of Coaching Culture

The evolution of video analysis technology is transforming NPB's coaching culture itself. Advanced video analysis that was once available only to top first-team players has become accessible to young farm team players through the spread of tablet devices and cloud technology development. It is no longer unusual to see players filming their own practice with smartphones and instantly analyzing their form with AI applications. This democratization of video analysis is also changing the relationship between coaches and players. Cases are increasing where players identify their own challenges based on data and propose improvement strategies, shifting the coach's role from instructor to dialogue partner and guide. However, risks of over-dependence on video and data have also been noted. There are concerns that the transmission of tacit knowledge such as game sense and timing awareness may be neglected, and how to maintain the balance between technology and human experiential knowledge remains a crucial challenge for NPB coaching going forward.

References

  1. 週刊ベースボール編集部「進化するコーチング - ハイスピードカメラが映す投球の真実」ベースボール・マガジン社、2021-08-15
  2. 日経クロステック「AI がプロ野球のコーチングを変える - 動作解析の最前線」日経 BP、2023-05-12
  3. Full-Count 編集部「ソフトバンクの AI 活用戦略 - テクノロジーが支える常勝軍団」Creative2、2024-02-28