Table 1 The number of images used for learning and recognition performance are described for each category
From: Image recognition performance enhancements using image normalization
Category | Kind of | # of images | Performance (%) |
|---|---|---|---|
Television | 10 | 1888 | 87.71 |
Refrigerator | 14 | 1181 | 94.06 |
Washing machine | 7 | 856 | 96.85 |
Stand-type air conditioner | 8 | 340 | 99.12 |
Wall-mounted air conditioner | 2 | 136 | 90.44 |
Robotic vacuum cleaner | 2 | 838 | 100.0 |
Vacuum cleaner | 4 | 398 | 98.99 |
Microwave | 8 | 165 | 96.36 |