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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.

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