Table 3.
Depth of Conv. Layer | 1st Conv. Layer | 2nd Conv. Layer | 3rd Conv. Layer | 1st Dense Layer | 2nd Dense Layer | Number of cases | |||
---|---|---|---|---|---|---|---|---|---|
Kernel Size | Kernel Count | Kernel Size | Kernel Count | Kernel Size | Kernel Count | Neuron Count | Neuron Count | ||
1 | 10 | 5 | - | - | - | - | 4 | 4 | 800 |
2 | 10 | 5 | 10 | 5 | - | - | 4 | 4 | 40,000 |
3 | 10 | 5 | 10 | 5 | 10 | 5 | 4 | 4 | 2,000,000 |