Human Action Recognition Algorithm Based on Improved ResNet and Skeletal Keypoints in Single Image

Table 1

Comparison of network classification error rate before and after improvement.

	Cifar-10	Cifar-100	ImageNet	SVHN
Single-branch network	6.41	27.22	22.85	2.01
Three-branch network	5.38	25.06	21.54	1.77
Ours	5.23	24.33	21.43	1.75