Hybrid Model Structure for Diabetic Retinopathy Classification

Table 3

The details of the Hybrid-c structure.

Layer	Units	Filters	Kernel size	Padding	Output shape
Input	—	—	—	—	5 × 5 × 1
Conv2d_1	—	256	3	1	5 × 5 × 256
Conv2d_2	—	256	3	1	5 × 5 × 256
Conv2d_3	—	256	3	0	3 × 3 × 256
Flatten	—	—	—	—	2304
Dense_1	2048	—	—	—	2048
Dense_2	5	—	—	—	5