Table 7 Some parameters of YOLOv3.

From: Research on water meter reading recognition based on deep learning

Parameter names

Parameter values

BATCH_SIZE

2

IOU_LOSS_THRESH

0.5

ANCHOR_PER_SCALE

3

LEARN_RATE_INIT

1e−4

LEARN_RATE_END

1e−6

EPOCH

30 × 7200