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juppy44/galaxy-zoo-efficientnet-b3-multitask

sourceHugging Facemitupdated 6mo agoView on Hugging Face

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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