Firmness Prediction on Avocado INNO-SPEC Redeye (test)
88.9AccuracyHS-CNN
Evaluation Results
| Method | Links | |
|---|---|---|
| HS-CNNspectral_input=Full, parameters=32K, test time augmentation=true2021.04 | 88.9 | |
| SVMtest time augmentation=true2021.04 | 77.8 | |
| HS-CNNspectral_input=RGB, parameters=32K, test time augmentation=true2021.04 | 77.8 | |
| KNNtest time augmentation=true2021.04 | 73.3 | |
| ResNet-18spectral_input=RGB, parameters=11M, test time augmentation=true2021.04 | 66.7 | |
| ResNet-18spectral_input=Full, parameters=11M, test time augmentation=true2021.04 | 66.7 | |
| ResNet-18spectral_input=PCA, parameters=11M, test time augmentation=true2021.04 | 44.4 | |
| AlexNetspectral_input=RGB, parameters=58M, test time augmentation=true2021.04 | 44.4 | |
| AlexNetspectral_input=PCA, parameters=58M, test time augmentation=true2021.04 | 44.4 | |
| AlexNetspectral_input=Full, parameters=58M, test time augmentation=true2021.04 | 44.4 | |
| HS-CNNspectral_input=PCA, parameters=32K, test time augmentation=true2021.04 | 44.4 |