Table 1 Image dataset statistical information
Device | Dataset | Size (pixels) | Total | Training | Validation | Testing |
|---|---|---|---|---|---|---|
Commercial microscope (VHX-7000) | Complete image | Min.: 5258 × 6660 Ave.: 7556 × 8188 Max.: 9287 × 10,399 | 144 | – | – | 30 |
Tiled image | 1600 × 1600 | 765 | 35% of total | 15% of total | – | |
Whitefly egg | Min.: 27 × 29 Ave.: 45 × 51 Max.: 69 × 70 | – | – | – | – | |
AutoEnto | Complete image | 24,560 × 25,788 | 22 | – | – | 30 |
Tiled image | 1600 × 1600 | 413 | 35% of total | 15% of total | ||
Whitefly egg | Min.: 22 × 26 Ave.: 40 × 44 Max.: 78 × 88 | – | – | – | – |