Table 3.

AI Model training results.

Model	Bowl Loss	Bowl Val-Loss	Ball Loss	Ball Val-Loss	Time Consumed
CNN	2.2469 × 10−5	0.0011	1.2599 × 10−5	1.7467 × 10−4	17 ms/epoch
Min-Pnet	1.4181 × 10−4	0.0011	5.3420 × 10−5	3.6437 × 10−5	215 ms/epoch
OBB	2.8651 × 10−4	0.0012	1.2412 × 10−4	2.4541 × 10−4	25 ms/epoch