Design and Implementation of Smart Hydroponics Farming Using IoT-Based AI Controller with Mobile Application System

Table 1

Layer-wise analysis of Prediction-DLCNN and Classification-DLCNN models.

Layer name	No. of filters	Filter size	Feature size
Conv2D-1	32	3x3	62x62
MaxPooling2D-1	32	2x2	31x31
Conv2D-2	64	3x3	29x29
MaxPooling2D-2	64	2x2	14x14
Flatten	—	—	1x12544
Dense-1	—	—	1x128
Dense-2	—	—	1x15
SoftMax	—	—	1x4