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fim (FastImage)

A high-performance C++20 library for tile-based image processing using CRTP (Curiously Recurring Template Pattern), with Python bindings that provide a PyVips-style lazy-evaluation pipeline.

This repository is automatically synced from the AI for Oncology monorepo. It builds both with Bazel (via bzlmod) and with Meson (used to produce the Python wheels).

Features

  • Tile-based processing: efficient processing of large images through tiling
  • CRTP pipeline: zero-overhead composition using compile-time polymorphism
  • Lazy evaluation: operations are deferred until a sink materializes the result
  • Multiple sources: TIFF (libtiff), PNG (lodepng/libspng), and FastSlide (whole slide images)
  • Operators: crop, paste, downsample, resize (Lanczos / Magic2021 kernels), and stack
  • Flexible sinks: tiled TIFF/PNG output or zero-copy NumPy arrays
  • Python bindings: full Python API via nanobind

Installation (Python)

pip install fimage-python
import fim

img = fim.Image.from_libtiff("input.tiff")
img.crop(100, 100, 512, 512).resize(256, 256).write_png("output.png")

Building from source

Bazel

# Build the C++ library
bazelisk build //:fimage

# Build the Python extension
bazelisk build //python:fim

# Run the test suite
bazelisk test //...

Meson (wheels)

# Build a wheel + sdist for the current interpreter
uv build

The Meson build fetches every dependency through subprojects/*.wrap and links them statically, producing a self-contained _fim extension.

License

Apache 2.0 - see LICENSE for details.

Metadata

Release files for fimage-python 0.1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for fimage-python 0.1.2
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fimage_python-0.1.2.tar.gz 359.6 kB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for fimage-python 0.1.2
File
fimage_python-0.1.2-cp314-none-manylinux2014_x86_64.whl CPython 3.14 none Linux glibc 2.17+ x86-64 Details
fimage_python-0.1.2-cp314-none-manylinux2014_aarch64.whl CPython 3.14 none Linux glibc 2.17+ ARM64 Details
fimage_python-0.1.2-cp314-none-macosx_11_0_arm64.whl CPython 3.14 none macOS 11.0+ ARM64 Details
fimage_python-0.1.2-cp314-none-macosx_10_9_x86_64.whl CPython 3.14 none macOS 10.9+ x86-64 Details
fimage_python-0.1.2-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
fimage_python-0.1.2-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
fimage_python-0.1.2-cp313-none-manylinux2014_x86_64.whl CPython 3.13 none Linux glibc 2.17+ x86-64 Details
fimage_python-0.1.2-cp313-none-manylinux2014_aarch64.whl CPython 3.13 none Linux glibc 2.17+ ARM64 Details
fimage_python-0.1.2-cp313-none-macosx_11_0_arm64.whl CPython 3.13 none macOS 11.0+ ARM64 Details
fimage_python-0.1.2-cp313-none-macosx_10_9_x86_64.whl CPython 3.13 none macOS 10.9+ x86-64 Details
fimage_python-0.1.2-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
fimage_python-0.1.2-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
fimage_python-0.1.2-cp312-none-manylinux2014_x86_64.whl CPython 3.12 none Linux glibc 2.17+ x86-64 Details
fimage_python-0.1.2-cp312-none-manylinux2014_aarch64.whl CPython 3.12 none Linux glibc 2.17+ ARM64 Details
fimage_python-0.1.2-cp312-none-macosx_11_0_arm64.whl CPython 3.12 none macOS 11.0+ ARM64 Details
fimage_python-0.1.2-cp312-none-macosx_10_9_x86_64.whl CPython 3.12 none macOS 10.9+ x86-64 Details
fimage_python-0.1.2-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
fimage_python-0.1.2-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
fimage_python-0.1.2-cp311-none-manylinux2014_x86_64.whl CPython 3.11 none Linux glibc 2.17+ x86-64 Details
fimage_python-0.1.2-cp311-none-manylinux2014_aarch64.whl CPython 3.11 none Linux glibc 2.17+ ARM64 Details
fimage_python-0.1.2-cp311-none-macosx_11_0_arm64.whl CPython 3.11 none macOS 11.0+ ARM64 Details
fimage_python-0.1.2-cp311-none-macosx_10_9_x86_64.whl CPython 3.11 none macOS 10.9+ x86-64 Details
fimage_python-0.1.2-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
fimage_python-0.1.2-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
fimage_python-0.1.2-cp310-none-manylinux2014_x86_64.whl CPython 3.10 none Linux glibc 2.17+ x86-64 Details
fimage_python-0.1.2-cp310-none-manylinux2014_aarch64.whl CPython 3.10 none Linux glibc 2.17+ ARM64 Details
fimage_python-0.1.2-cp310-none-macosx_11_0_arm64.whl CPython 3.10 none macOS 11.0+ ARM64 Details
fimage_python-0.1.2-cp310-none-macosx_10_9_x86_64.whl CPython 3.10 none macOS 10.9+ x86-64 Details
fimage_python-0.1.2-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
fimage_python-0.1.2-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details

Total release size: 77.3 MB

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