Table 1.
Distribution of the number of (#) images and classes on training, validation and testing data-sets for the division 72-12-12 and 66-15-19.
Division | Set | # Images (%) | # Manholes | # Storm-Drains |
---|---|---|---|---|
76-12-12 | Train | 226 (76%) | 120 | 113 |
Validation | 35 (12%) | 25 | 10 | |
Train + Validation | 261 (88%) | 145 | 123 | |
Test | 36 (12%) | 21 | 19 | |
66-15-19 | Train | 198 (66%) | 104 | 100 |
Validation | 44 (15%) | 25 | 20 | |
Train + Validation | 226 (81%) | 129 | 120 | |
Test | 55 (19%) | 37 | 22 |