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. 2019 Mar 20;7(3):e01233. doi: 10.1002/aps3.1233

Table 6.

Data distribution and results of the phenophase detection accuracy obtained in EXP3‐Pheno. Coarse classification accuracy is computed based on grouping phenophase categories by 3

Evaluated model Training set size (No. of images) Test set size (No. of images) Fine‐grained classification accuracy Coarse classification accuracy Accuracy when tolerating a [±1] error range Accuracy when tolerating a [±2] error range Fine‐grained mean L1 error Coarse mean L1 error
ResNet50‐Pheno 16,298 4073 43.4% 69.0% 67.1% 82.8% 1.35 0.37