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fast.ai

unknown

Scores

1 product on the map — 1 open.

fastai

Openness

5 high confidence
5.0
license
Apache-2.0(OSI)
source
public(github.com/fastai/fastai)
core features withheld
no — published by fast.ai, a research institute

Apache-2.0 and built from the public repository. It is published by fast.ai, a research institute that sells no edition of it.

Adoption

3 high confidence
3.0

Measured on monthly PyPI downloads of the fastai package.

Capability

3 high confidence
3.0

fastai makes it quick to fine-tune a pretrained network on the user's own labeled data across several domains, and ships the training recipes to do it well. The user still picks the architecture and supplies the training run, as with timm, so it sits with the toolkits.

  • https://docs.fast.ai/vision.learner.html recorded 2026-09-27

    vision.learner: "vision_learner and unet_learner ... will help you define a Learner using a pretrained model."

  • https://raw.githubusercontent.com/fastai/fastai/HEAD/README.md recorded 2026-09-27

    README: "fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains"; Quick Start builds "an image classifier, an image segmentation model, a text sentiment model, a recommendation system, and a tabular model".