Table 11 Results of 5-fold cross validation and independent data set validation.
From: The optimization of youth football training using deep learning and artificial intelligence
Test conditions | Accuracy | Mean position error |
---|---|---|
Sunny day, outdoor venue | 91.5% | 12.6% |
Cloudy day, outdoor venue | 90.2% | 13.2% |
Rainy day, outdoor venue | 88.7% | 14.8% |
Indoor venue (well lit) | 92.3% | 11.9% |
Indoor venues (dark lighting) | 89.8% | 13.5% |