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Comparison of the Inception-V3 model with Mobilenet-V1 model with regards to the accuracy and the cross-entropy loss.
| Model | Accuracy_Ttraining Set | Accuracy_Valid Set | Cross Entropy_Training Set | Cross Entropy_Valid Set |
|---|---|---|---|---|
| Mobilenet_0.25_224 | 86.23% | 85.16% | 0.6317 | 0.7883 |
| Mobilenet_0.5_224 | 91.32% | 90.24% | 0.3023 | 0.3783 |
| Mobilenet_0.75_224 | 92.49% | 92.73% | 0.2149 | 0.2439 |
| Mobilenet_1.0_224 | 94% | 93% | 0.1307 | 0.2450 |
| Inception-V3 | 96.05% | 95.66% | 0.1164 | 0.1346 |
