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.