Car Emotion Labeling Based on Color-SSL Semi-Supervised Learning Algorithm by Color Augmentation

Table 3

Hyperparameter setting information of Color-SSL algorithm.

Hyperparameters	Setting
epoch	1
num_train_iter	360000
num_eval_iter	10000
num_labels	10/50/100/200
batch_size	32
eval_batch_size	256
T	0.5
p_cutoff	0.7
ulb_loss_ratio	1
uratio	1
ema_m	0.999
optim	SGD
lr	0.03
momentum	0.9
weight_decay	0.0003
net	ResNet50
depth	0
widen_factor	0
leaky_slope	0.1
dropout	0