torchio and ttach

These are **complements** — TorchIO provides domain-specific medical image augmentations (3D volumes, anatomy-aware transforms) while ttach provides general-purpose test-time augmentation inference strategies (multi-crop/flip predictions), and both can be used together in a medical imaging pipeline.

torchio
80
Verified
ttach
62
Established
Maintenance 23/25
Adoption 12/25
Maturity 25/25
Community 20/25
Maintenance 0/25
Adoption 21/25
Maturity 25/25
Community 16/25
Stars: 2,370
Forks: 258
Downloads:
Commits (30d): 46
Language: Python
License: Apache-2.0
Stars: 1,029
Forks: 69
Downloads: 124,930
Commits (30d): 0
Language: Python
License: MIT
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About torchio

TorchIO-project/torchio

Medical imaging processing for AI applications.

About ttach

qubvel/ttach

Image Test Time Augmentation with PyTorch!

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