Deep Learning Approach for Estimating Workability of Self-Compacting Concrete from Mixing Image Sequences

Table 2

Trainable parameters of the model.

Layer	Kernel	Output shape	Function	Param #
Data	—	7 × 50 × 150	—	0
Time distribute (conv 1)	4 × 2 × 2	7 × 49 × 149 × 4	ReLU	20
Time distribute (pool 1)	2 × 2	7 × 23 × 73 × 4	—	0
Time distribute (conv 2)	4 × 2 × 2	7 × 23 × 73 × 4	ReLU	68
Time distribute (pool 2)	2 × 2	7 × 11 × 36 × 4	—	0
Time distribute (flatten 3)	—	7 × 1584	ReLU	0
LSTM 4	—	5	—	31800
fc 5	—	2	—	12