Table 4 Comparative analysis of EggCountAI, ICount, and MECVision based on macro images of Ae. aegypti eggs
Image | Ground truth | EggCountAI | ICount | MECVision |
|---|---|---|---|---|
1 | 2377 | 2185 | 1693 | 731 |
2 | 1579 | 1544 | 1346 | 1085 |
3 | 1821 | 1775 | 1489 | 924 |
4 | 1416 | 1391 | 1155 | 543 |
5 | 1490 | 1439 | 1318 | 746 |
6 | 2126 | 2112 | 1829 | 1259 |
7 | 1748 | 1724 | 1539 | 1122 |
8 | 1047 | 1041 | 932 | 503 |
9 | 3658 | 3344 | 2874 | 1831 |
10 | 1611 | 1575 | 1344 | 1016 |
Overall accuracy % | 96.06% | 82.22% | 51.71% | |
Mean absolute error | 74.30 | 335.40 | 911.30 | |
Correlation | 0.99 | 0.98 | 0.82 | |
R-squared | 0.99 | 0.97 | 0.67 |