Galaxy Zoo ResNet18

Fine-tuned ResNet18 for Galaxy Zoo morphology classification.

Classes

  • Smooth Round
  • Smooth Cigar
  • Edge-on Disk
  • Spiral (bar)
  • Spiral (no bar)
  • Irregular
  • Merger
  • Artifact/Star

Files

  • galaxy_zoo_resnet18.pth: trained PyTorch checkpoint
  • class_names.json: label names
  • inference.py: helper code for loading and inference

Notes

This repo stores a plain PyTorch checkpoint, not a Transformers save_pretrained() model.

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