pyjpegli
Python bindings for google/jpegli — a JPEG encoder that produces noticeably smaller files than libjpeg-turbo at the same visual quality, while staying 100% compatible with every JPEG decoder.
Install
pip install pyjpegli
Wheels: Linux (x86_64, aarch64), macOS (arm64, x86_64) and Windows (AMD64), CPython 3.9–3.15. No system dependencies — jpegli is compiled into the wheel. An sdist is published too; building from it needs CMake and a C++17 compiler.
Usage
import pyjpegli
# encode: packed RGB bytes (width * height * 3) -> JPEG bytes
jpeg = pyjpegli.encode(rgb_bytes, width, height, quality=75)
# decode: JPEG bytes -> (packed RGB bytes, width, height)
rgb, width, height = pyjpegli.decode(jpeg)
decode raises RuntimeError on corrupt or truncated data, and refuses
images over max_pixels (default ~179 M, same as Pillow; pass
max_pixels=None to disable the ceiling).
encode accepts anything supporting the buffer protocol — bytes,
bytearray, memoryview, or a C-contiguous uint8 NumPy array. NumPy is not
a dependency.
With Pillow:
import numpy as np
from PIL import Image
import pyjpegli
img = np.asarray(Image.open("photo.png").convert("RGB"))
h, w, _ = img.shape
open("photo.jpg", "wb").write(pyjpegli.encode(img, w, h, quality=75))
Why
Real photos (Kodak corpus, 24 images), visual quality matched by SSIMULACRA2, both codecs decoded by Pillow:
jpegli quality |
visual quality (SSIMULACRA2) | size at equal visual quality |
|---|---|---|
| 75 | 72.5 | −11.4% |
| 85 | 78.9 | −13.1% |
| 95 | 88.2 | −15.2% |
- 9–15% smaller files at identical visual quality (median per quality level, SSIMULACRA2-matched, ties resolved in libjpeg-turbo's favor)
- 10–17% smaller at the same
qualitysetting - 2.2× slower to encode than libjpeg-turbo (3.2 vs 1.5 ms/megapixel)
Methodology and full tables: benchmarks/results.md.
Limitations
Deliberately minimal for now: RGB only (no grayscale/CMYK), no control over
subsampling, progressive mode, or jpegli's distance-based quality. No
free-threaded (cp314t), musllinux or PyPy wheels. Open an issue if you need
any of these.
Contributing
Issues and PRs welcome. Build from a clone:
git submodule update --init --depth 1 third_party/jpegli
git -C third_party/jpegli submodule update --init --depth 1 \
third_party/highway third_party/skcms third_party/libjpeg-turbo
pip install -e ".[test]" && pytest
License
BSD-3-Clause (see LICENSE). Bundled jpegli and its dependencies
(highway, skcms, libjpeg-turbo headers) are BSD-style licensed; their license
texts ship inside every wheel (pyjpegli-*.dist-info/licenses/).
1 maintainer
Metadata
1 maintainer
Release files for pyjpegli 0.3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pyjpegli-0.3.2.tar.gz | 2.9 MB | Details |
Built distributions (wheels)
Total release size: 13.1 MB
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