Table 2.
REASON | TRAIN IMAGE COUNT | TEST IMAGE COUNT | PAIRWISE TRAIN F1 | PAIRWISE TEST F1 |
---|---|---|---|---|
Bad framing | 1,947 | 982 | 0.26 ± 0.18 | 0.24 ± 0.15 |
Bad light | 5,144 | 2,481 | 0.63 ± 0.07 | 0.65 ± 0.08 |
Blurry | 5,499 | 2,640 | 0.81 ± 0.05 | 0.83 ± 0.06 |
Low resolution | 3,965 | 1,907 | 0.33 ± 0.14 | 0.32 ± 0.14 |
Too far away | 936 | 497 | 0.48 ± 0.16 | 0.51 ± 0.30 |
Mean | 4372.75 | 2126.75 | 0.63 ± 0.15 | 0.64 ± 0.18 |