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Results of deep learning models based on manual and automatic feature extraction.
| Variables (Features) Model |
Manual (A, P, MA, MI) | Automatic from Images | ||||
|---|---|---|---|---|---|---|
| R2 | RMSE (g) | Inference Time per Image (ms) |
R2 | RMSE (g) | Inference Time per Image (ms) |
|
| MLP | 0.85 | 14.62 | 0.002 | 0.93 | 9.35 | 0.003 |
| CNN | – | – | 0.95 | 8.06 | 0.026 | |
