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%