Fast ThumbHash bindings for Python using Rust (PyO3)

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Project description

fast_thumbhash

A fast Python package for ThumbHash image encoding/decoding using Rust bindings (PyO3, maturin) to the official thumbhash crate.

fast_thumbhash is 60.5x faster than the pure Python implementations I tested:

28.13854099076707 ms (thumbhash)
0.46491601096931845 ms (fast-thumbhash - this package)

thumbhash-python was also taking the same time range as thumbhash (27 - 35 ms).

Features

Exposes rgba_to_thumb_hash, thumb_hash_to_rgba, thumb_hash_to_average_rgba, thumb_hash_to_approximate_aspect_ratio.
Supports raw RGBA bytes and Pillow Image (Pillow is optional).

Installation

pip install git+https://github.com/sitatec/fast_python_thumbhash.git

Build from source using maturin:

maturin develop

Usage Example

from fast_thumbhash import rgba_to_thumb_hash, thumb_hash_to_rgba
from PIL import Image

img = Image.open('example.png').convert('RGBA')
thash = rgba_to_thumb_hash(img)
restored = thumb_hash_to_rgba(thash)

License

MIT

Project details

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This version

1.0.0

Dec 23, 2025

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