Table 8 Identification results of TomatoAPP under different weather and lighting conditions
From: DWTFormer: a frequency-spatial features fusion model for tomato leaf disease identification
Weather | Testing time | Samples | Accuracy/% | Response/% | Inference time/ms |
|---|---|---|---|---|---|
Sunny (February 3 to February 4) | 6:00–8:00 | 400 | 94.25 | 96.75 | 39.42 |
12:00–14:00 | 400 | 91.75 | 94.00 | 41.82 | |
17:00–18:30 | 400 | 97.75 | 97.75 | 39.33 | |
Average | – | 94.58 | 96.17 | 40.18 | |
Overcast (February 5 to February 7) | 6:00–8:00 | 600 | 97.33 | 98.67 | 28.96 |
12:00–14:00 | 600 | 96.50 | 98.16 | 29.74 | |
17:00–18:30 | 600 | 97.83 | 99.50 | 27.22 | |
Average | – | 97.22 | 98.77 | 28.64 |