Galaxy Zoo EfficientNet-B3 Multi-Task

This repo stores a plain PyTorch checkpoint for Galaxy Zoo morphology classification.

Features

  • EfficientNet-B3 backbone
  • calibrated probabilities via temperature scaling
  • structured soft-label learning
  • inferred multi-task heads
  • embedding head for retrieval

Classes

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