Research Article

Rapid and Accurate Identification of Grass Seedlings in Agricultural Fields Based on Optimized YOLOX Model

Table 2

Training parameter settings.

Parameter nameSet value

input_shape416 × 416
BackboneResnet50
Anchors_size64, 256, 512
Freeze_Epoch50
Freeze_batch_size2
UnFreeze_Epoch100
Unfreeze_batch_size1
num_workers1