ttach

Repository facts

Stars

1,033

Forks

68

Open issues and pull requests

18

Primary language

Python

License

MIT License (MIT)

Owner

qubvel · Personal account

Created

Oct 1, 2019

Last push

Jul 28, 2023

Topics

• augmentation
• classification
• computer-vision
• deep-learning
• keypoint-detection
• pytorch
• segmentation
• test-time-augmentation
• tta
• tta-wrapper

Rank #5,990 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Related projects

Projects that share this one’s GitHub topics.

• 4,442

  Rank 4,442: BloodAxe/pytorch-toolbelt

  PyTorch extensions for fast R&D prototyping and Kaggle farming

  1,575 starsPythonMITLast push Oct 9, 2025

• 8,835

  Rank 8,835: albumentations-team/AlbumentationsX

  Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.

  569 starsPythonAGPL-3.0Last push Oct 17, 2026

• 8,216

  Rank 8,216: ildoonet/pytorch-randaugment

  Unofficial PyTorch Reimplementation of RandAugment.

  635 starsPythonMITLast push Mar 14, 2023

• 3,659

  Rank 3,659: apple-aiml-research/ml-cvnets

  CVNets: A library for training computer vision networks

  1,995 starsPythonOther licenseLast push Sep 11, 2026

• 6,965

  Rank 6,965: jasmcaus/caer

  High-performance Vision library in Python. Scale your research, not boilerplate.

  820 starsPythonMITLast push Sep 23, 2026

• 5,283

  Rank 5,283: BR-IDL/PaddleViT

  PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

  1,235 starsPythonApache-2.0Last push Sep 7, 2022