Table 1.

The proposed CNN configuration.

Layer	Depth	kernel	Stride	Spatial Size	Parameters
Input	24	—	—	150 × 150 × 24	0
1. Conv.	3	5 × 5	2 × 2	73 × 73 × 3	5 × 5 × 24 × 3
2. Conv.	3	5 × 5	2 × 2	34 × 34 × 3	5 × 5 × 3 × 3
3. Avg	3	5 × 5	2 × 2	15 × 15 × 3	0
4. Conv.	7	5 × 5	2 × 2	6 × 6 × 7	5 × 5 × 3 × 7
5. Avg	7	6 × 6	1 × 1	1 × 1 × 7	0
6. Concat.	1	—	—	7 × 1	0
7. Full	1	—	—	2 × 1	7 × 2
Total number of parameters = 2564