Table 6 Summary of data annotation and partitioning for the combined datasets
Dataset | T15U15 | T15U18 | U15U18 | \(Seedling_{All}\) |
|---|---|---|---|---|
Total number of images | 4099 | 3715 | 3406 | 5610 |
Number of training images | 3404 | 3054 | 2856 | 4657 |
Number of validation images | 695 | 661 | 550 | 477 |
Number of testing images | N/A | N/A | N/A | 476 |
Total number of annotations (plant seedling/weed) | 29739 (27997/1742) | 27809 (27025/794) | 13696 (12736/960) | 35597 (33862/1735) |
Number of training annotations (plant seedling/weed) | 24466 (23035/1431) | 22805 (22154/661) | 11388 (10606/782) | 29325 (27895/1430) |
Number of validation annotations (plant seedling/weed) | 5273 (4962/311) | 5004 (4871/133) | 2308 (2130/178) | 3147 (3004/143) |
Number of testing annotations (plant seedling/weed) | N/A | N/A | N/A | 3125 (2963/162) |