Table 5.
Plant sequence | Dataset | No. leaves | Detected leaves | False leaves | Accuracy |
---|---|---|---|---|---|
CPPD-I | 116 | 93 | 1 | 0.79 | |
CPPD-II | 168 | 157 | 5 | 0.83 | |
CPPD-I | 138 | 136 | 0 | 0.98 | |
CPPD-II | 205 | 188 | 5 | 0.91 | |
CPPD-I | 142 | 140 | 0 | 0.98 | |
CPPD-II | 210 | 200 | 9 | 0.86 | |
CPPD-I | 103 | 86 | 0 | 0.83 | |
CPPD-II | 141 | 129 | 0 | 0.88 | |
CPPD-I | 113 | 101 | 0 | 0.89 | |
CPPD-II | 154 | 135 | 8 | 0.83 | |
CPPD-I | 122 | 120 | 3 | 0.96 | |
CPPD-II | 177 | 170 | 6 | 0.93 | |
CPPD-I | 148 | 142 | 2 | 0.94 | |
CPPD-II | 212 | 196 | 5 | 0.88 | |
CPPD-I | 149 | 138 | 0 | 0.93 | |
CPPD-II | 214 | 174 | 18 | 0.72 | |
CPPD-I | 125 | 111 | 0 | 0.89 | |
CPPD-II | 177 | 148 | 5 | 0.83 | |
CPPD-I | 141 | 131 | 0 | 0.93 | |
CPPD-II | 199 | 163 | 7 | 0.77 | |
CPPD-I | 135 | 126 | 2 | 0.92 | |
CPPD-II | 191 | 152 | 2 | 0.78 | |
CPPD-I | 144 | 140 | 0 | 0.97 | |
CPPD-II | 186 | 185 | 0 | 0.96 | |
* | CPPD-I | 137 | 111 | 0 | 0.96 |
CPPD-II | 178 | 151 | 7 | 0.81 | |
Average | CPPD-I | 132 | 123 | < 1 | 0.92 |
CPPD-II | 186 | 165 | 6 | 0.85 |
* Plant sequence used to demonstrate inaccuracy in leaf detection due to self-occlusion and leaf crossover
+Plant-level accuracy for UNL-CPPD-II is higher than that of UNL-CPPD-I
†Plant-level accuracy for UNL-CPPD-II is lower than that of UNL-CPPD-I
‡Plant-level accuracy remains fairly similar for both UNL-CPPD-I and UNL-CPPD-II