Table 3. Simplified data set (real roof images) comparison—CNN vs SNN.
Amount of data | SNN model (accuracy) | CNN model (accuracy) |
---|---|---|
1 | 0.55 | 0 |
5 | 0.67 | 0 |
10 | 0.64 | 0 |
20 | 0.71 | 0 |
40 | 0.69 | 0 |
60 | 0.73 | 0.39 |
Amount of data | SNN model (accuracy) | CNN model (accuracy) |
---|---|---|
1 | 0.55 | 0 |
5 | 0.67 | 0 |
10 | 0.64 | 0 |
20 | 0.71 | 0 |
40 | 0.69 | 0 |
60 | 0.73 | 0.39 |