analysis
42 tools
Shot-Level Match Analysis
Fatigue detection, consistency analysis, rally patterns, PIQ scores, and coaching insights from Babolat matches.
ml
19 tools
Stroke Classification
Train RF/LDA/KNN classifiers, SHAP explainability, temporal cross-validation, and hyperparameter tuning.
vision
15 tools
Video Analysis
Pose estimation, ball detection, stroke classification from video, CNN architecture comparison.
visualization
46 tools
Interactive Dashboards
3D trajectories, impact heatmaps, HR zone charts, PIQ trends, and drift monitoring dashboards.
session
16 tools
Linked Session Analysis
Auto-detect Apple Watch + Zepp pairs, practice planning, DOE experiments, and multi-sensor fusion.
smart
5 tools
Context-Aware Tools
smart_analyze, smart_compare, smart_query, smart_visualize, smart_practice with auto-context detection.