Firmness Prediction on Avocado Specim FX 10 (test)
93.3AccuracyHS-CNN
Evaluation Results
| Method | Links | |
|---|---|---|
| HS-CNNspectral_input=Full, parameters=32K2021.04 | 93.3 | |
| ResNet-18spectral_input=Full, parameters=11M2021.04 | 80 | |
| HS-CNNspectral_input=PCA, parameters=32K2021.04 | 80 | |
| KNN2021.04 | 77.8 | |
| SVM2021.04 | 73.3 | |
| ResNet-18spectral_input=RGB, parameters=11M2021.04 | 66.7 | |
| ResNet-18spectral_input=PCA, parameters=11M2021.04 | 53.3 | |
| HS-CNNspectral_input=RGB, parameters=32K2021.04 | 53.3 | |
| AlexNetspectral_input=RGB, parameters=58M2021.04 | 33.3 | |
| AlexNetspectral_input=PCA, parameters=58M2021.04 | 33.3 | |
| AlexNetspectral_input=Full, parameters=58M2021.04 | 33.3 |