Design of Assessment Judging Model for Physical Education Professional Skills Course Based on Convolutional Neural Network and Few-Shot Learning

Table 1

Parameter setting of deep convolutional neural network.

Number of layers	Function
1	Input layers
2	Convolutional layers 3–64
3	Convolutional layers 3–64
4	Maximum pooling layer
5	Convolutional layer 3–128
6	Convolutional layer 3–128
7	Maximum pooling layer
8	Convolutional layer 3–256
9	Convolutional layer 3–256
10	Maximum pooling layer
11	Convolutional layer 3–512
12	Convolutional layer 3–512
13	Maximum pooling layer
14	Convolutional layer 3–512
15	Convolutional layer 3–512
16	Fully connected layer 3072
17	Fully connected layer 1024
18	Output layer