Table 1 RhizoNet’s segmentation evaluation before image post-processing: each line indicates performance given a model instance created by training the network using a specific patch size from Exp 2.
From: RhizoNet segments plant roots to assess biomass and growth for enabling self-driving labs
Patch size | Accuracy | Precision | Recall | IOU |
|---|---|---|---|---|
(64,64) | 71.3 ± 0.58 | 72.3 ± 0.58 | 96.3 ± 1.53 | 70 |
(128,128) | 57 | 56.3 ± 0.58 | 96 ± 0.9 | 55 ± 0.85 |
(256,256) | 50.3 ± 1.53 | 45 ± 1.73 | 88 ± 1.0 | 43 ± 1.73 |
