| # Animal Faces CNN Model | |
| This model is a CNN trained on the Kaggle Animal Face dataset to classify cats, dogs, and wildlife. It is based on the ResNet18 architecture. | |
| ## Training Results: | |
| - Validation Accuracy: 99.32% | |
| - Dataset: Cats, Dogs, and Wildlife Faces | |
| - Number of Epochs: 10 | |
| | **Epoch** | **Loss** | **Validation Accuracy** | | |
| |:---------:|:--------:|:-----------------------:| | |
| | 1 | 0.2374 | 95.11% | | |
| | 2 | 0.1716 | 95.86% | | |
| | 3 | 0.1381 | 97.53% | | |
| | 4 | 0.1250 | 97.48% | | |
| | 5 | 0.1038 | 97.53% | | |
| | 6 | 0.0867 | 97.61% | | |
| | 7 | 0.0914 | 98.44% | | |
| | 8 | 0.0656 | 99.09% | | |
| | 9 | 0.0462 | 99.35% | | |
| | 10 | 0.0432 | 99.32% | | |