Table 5 Summary of data annotation and partitioning for the TAMU2015, UGA2015, and UGA2018 datasets
Dataset | TAMU2015 | UGA2015 | UGA2018 |
|---|---|---|---|
Total number of images | 2204 | 1895 | 1511 |
Number of training images | 1801 | 1603 | 1253 |
Number of validation images | 202 | 146 | 129 |
Number of testing images | 201 | 146 | 129 |
Total number of annotations (plant seedling/weed) | 21915 (21133/782) | 7802 (6849/953) | 5880 (5880/0) |
Number of training annotations (plant seedling/weed) | 17939 (17290/649) | 6524 (5743/781) | 4862 (4862/0) |
Number of validation annotations (plant seedling/weed) | 1964 (1911/53) | 643 (553/90) | 540 (540/0) |
Number of testing annotations (plant seedling/weed) | 2012 (1932/80) | 635 (553/82) | 478 (478/0) |
Number of videos for counting test | 25 | 25 | 25 |