Table 3 Comparative analysis of EggCountAI, ICount, and MECVision based on micro images of Ae. aegypti eggs
Image | Ground truth | EggCountAI | ICount | MECVision |
|---|---|---|---|---|
1 | 189 | 186 | 149 | 127 |
2 | 156 | 153 | 133 | 121 |
3 | 157 | 157 | 130 | 107 |
4 | 183 | 180 | 159 | 132 |
5 | 158 | 154 | 121 | 99 |
6 | 177 | 177 | 143 | 133 |
7 | 124 | 123 | 110 | 104 |
8 | 215 | 212 | 164 | 98 |
9 | 104 | 104 | 84 | 74 |
10 | 150 | 149 | 125 | 102 |
Overall accuracy % | 98.88% | 81.71% | 68.01% | |
Mean absolute error | 1.90 | 27.0 | 52.60 | |
Correlation | 0.99 | 0.96 | 0.54 | |
R-squared | 0.99 | 0.93 | 0.29 |