| # Model Card – Simple ResNet18 Image Classifier | |
| **Model:** ResNet18 (fine-tuned) | |
| **Framework:** PyTorch | |
| **Intended Use:** | |
| - Small projects | |
| - Robotics object classification | |
| - Educational ML experiments | |
| **Training Data:** | |
| User-provided images placed in: | |
| ``` | |
| data/train/<class> | |
| data/val/<class> | |
| ``` | |
| **Evaluation Metric:** | |
| - Validation Accuracy per epoch. | |
| **Limitations:** | |
| - Not suitable for medical/safety-critical tasks. | |
| - Accuracy depends fully on dataset quality. | |
| **License:** Free for personal and commercial use. | |