Computer Vision Data - Powered by Respo.vision
The reports are detailed analytical documents covering both individual and team performance data for that game.
Team Report Content:
- General Overview: Summarizes full match statistics. The report details team formations, player substitutions, and positional data.
- Physical Performance: The team's physical metrics, such as total distance covered, sprint distances, and high-speed runs, are provided, offering insight into player endurance and intensity.
- Tactical Analysis: Break-down down different phases of the game - build-up, progression and final third - both in possession and out of possession, allowing analysis of how both teams structured their play across the pitch.
- Passing Networks and Heat Maps: Highlights passing tendencies and player involvement in different phases of the match.
- Pressing and Defensive Metrics: Includes data on pressure applied and received, turnovers and defensive actions, providing insight into each team's defensive work rate.
Individual Report Content:
- Player-Specific Data: Zoom-in on the individual performance of each player. Includes metrics such as distance covered, high-speed runs and sprints, and the number of accelerations and decelerations made by each player.
- Positioning and Impact: Provides information on player positions during key phases of the game (such as when the team was in possession or defending), along with data on individual contributions in different areas of the field.
These reports provide a detailed breakdown of both team dynamics and individual performance, allowing to understand the tactical approach, physical effort and overall effectiveness of players during the match.
The reports are generated using
cutting-edge AI and Computer Vision technology that captures 3D skeletal tracking data from any single-camera video recording, such as a TV broadcast or match footage. The system tracks over 50 body keypoints per player, recording their positions and
movements with centimeter-level accuracy, all without the need for special equipment such as pre-installed cameras or wearable sensors.
The technology enables the collection of vast amounts of data from each game, including precise player movement,
ball tracking, and physical performance metrics (e.g., speed, acceleration). This data is then used to generate in-depth reports that provide insights into team strategies, player performance, and tactical patterns. These reports include detailed analyses
such as passing networks, pressing efficiency, player zones of control, and even virtual game recreation for further tactical analysis.