Compress Seg

Library for compressing and decompressing image segmentation (adapted from neuroglancer)

import compressed_segmentation as cseg

sx, sy, sz = (128,128,128)
dtype = np.uint64
order = 'C'

labels = np.arange(0, sx*sy*sz, dtype=dtype).reshape((sx,sy,sz), order=order)
compressed = cseg.compress(labels, order=order)
recovered = cseg.decompress(
    compressed, (sx,sy,sz) dtype=dtype, order=order
)

arr = CompressedSegmentationArray(
    compressed, shape=(sx,sy,sz), dtype=dtype
)
label = arr[54,32,103] # random access to single voxels w/o decompressing
uniq_labels = arr.labels() # get all distinct values w/o decompressing
binary2 = arr.remap({ 1: 2 }, preserve_missing_labels=False) # remap labels in segmentation w/o decompressing
recovered = arr.numpy() # decompress to a numpy array, same as decompress
124213 in arr # test if a value is in the array

cseg compress connectomics.npy
cseg decompress connectomics.npy.cseg --volume-size 512,512,512 --bytes 4

NOTE: This repository is the PyPI distribution repo but is based on work done by Jeremy Maitin-Shepard (Google), Stephen Plaza (Janelia Research Campus), and William Silversmith (Princeton) here: https://github.com/janelia-flyem/compressedseg

This library contains routined to decompress and compress segmentation and to manipulate compressed segmentation data defined by the neuroglancer project. compressed_segmentation essentially renumbers large bit width labels to smaller ones in chunks. This provides for large reductions in memory usage and higher compression.

Note that limitations in the compressed_segmentation format restrict the size of the chunk that can be compressed. As this limitation is data dependent, for example a random array with 1024 labels passes testing at 256x256x128, but 256x256x256 often does not.

Features

Compression and decompression
Random access to voxels without decompression
Read out unique values without decompression
Remap labels without decompression
Command line interface for numpy files
(TBD) Interface to relabel and manipulate segmentation from the compressed data
C++, Python, and Go interface (see original repo for Golang)

C++ Compilation

Compiling as a shared library. Feel free to subsititute e.g. clang for the C++ compiler.

g++ -std=c++11 -O3 -fPIC -shared -I./include src/compress_segmentation.cc src/decompress_segmentation.cc -o compress_segmentation.so

Python Installation

`pip` Binary Installation

$ pip install compressed-segmentation

$ python
>>> import compressed_segmentation as cseg
>>> help(cseg)

If there are pre-built binaries available for your architecture this should just work.

`pip` Source Installation

If you need to build from source, you will need to have a C++ compiler installed:

$ sudo apt-get install g++ python3-dev 
$ pip install numpy
$ pip install compressed-segmentation

$ python
>>> import compressed_segmentation as cseg
>>> help(cseg)

Direct Installation

Requires a C++ compiler such as g++ or clang.

Works with both Python 2 and 3. Encodes from / decodes to 3D or 4D numpy ndarrays.

$ sudo apt-get install g++ python3-dev 
$ pip install -r requirements.txt
$ python setup.py install

$ python
>>> import compressed_segmentation as cseg
>>> help(cseg)

License

Please see the licenses in this repo.

Metadata

Release files for compressed-segmentation 2.3.3

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

Source distribution (sdist)

Source distribution for compressed-segmentation 2.3.3
File	Size	Uploaded
compressed_segmentation-2.3.3.tar.gz	26.8 kB	Mar 12, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for compressed-segmentation 2.3.3
File	Interpreter	ABI	Platform	Reset
compressed_segmentation-2.3.3-cp314-cp314t-win_amd64.whl 153.8 kB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl 154.3 kB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp314-cp314t-macosx_10_15_x86_64.whl 157.2 kB Mar 12, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314-win_amd64.whl 131.7 kB Mar 12, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
compressed_segmentation-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp314-cp314-macosx_11_0_arm64.whl 143.3 kB Mar 12, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp314-cp314-macosx_10_15_x86_64.whl 149.3 kB Mar 12, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
compressed_segmentation-2.3.3-cp313-cp313-win_amd64.whl 128.6 kB Mar 12, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
compressed_segmentation-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp313-cp313-macosx_11_0_arm64.whl 142.4 kB Mar 12, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl 148.8 kB Mar 12, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
compressed_segmentation-2.3.3-cp312-cp312-win_amd64.whl 128.7 kB Mar 12, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
compressed_segmentation-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
compressed_segmentation-2.3.3-cp312-cp312-macosx_11_0_arm64.whl 143.3 kB Mar 12, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl 149.6 kB Mar 12, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
compressed_segmentation-2.3.3-cp311-cp311-win_amd64.whl 131.8 kB Mar 12, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
compressed_segmentation-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
compressed_segmentation-2.3.3-cp311-cp311-macosx_11_0_arm64.whl 143.3 kB Mar 12, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl 152.4 kB Mar 12, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
compressed_segmentation-2.3.3-cp310-cp310-win_amd64.whl 132.0 kB Mar 12, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
compressed_segmentation-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Mar 12, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp310-cp310-macosx_11_0_arm64.whl 144.6 kB Mar 12, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl 154.3 kB Mar 12, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
compressed_segmentation-2.3.3-cp39-cp39-win_amd64.whl 132.3 kB Mar 12, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
compressed_segmentation-2.3.3-cp39-cp39-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.0 MB Mar 12, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp39-cp39-macosx_11_0_arm64.whl 145.0 kB Mar 12, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp39-cp39-macosx_10_9_x86_64.whl 154.7 kB Mar 12, 2026	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
compressed_segmentation-2.3.3-cp38-cp38-win_amd64.whl 132.8 kB Mar 12, 2026	CPython 3.8	CPython 3.8	Windows x86-64	Details
compressed_segmentation-2.3.3-cp38-cp38-musllinux_1_2_x86_64.whl 2.1 MB Mar 12, 2026	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-64	Details
compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 1.1 MB Mar 12, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 1.1 MB Mar 12, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
compressed_segmentation-2.3.3-cp38-cp38-macosx_11_0_arm64.whl 146.9 kB Mar 12, 2026	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
compressed_segmentation-2.3.3-cp38-cp38-macosx_10_9_x86_64.whl 155.9 kB Mar 12, 2026	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details

Total release size: 37.4 MB

Release files / compressed_segmentation-2.3.3.tar.gz

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Release files / compressed_segmentation-2.3.3-cp313-cp313-win_amd64.whl

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Release files / compressed_segmentation-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / compressed_segmentation-2.3.3-cp313-cp313-macosx_11_0_arm64.whl

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Release files / compressed_segmentation-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-win_amd64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-macosx_11_0_arm64.whl

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Release files / compressed_segmentation-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-win_amd64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-macosx_11_0_arm64.whl

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Release files / compressed_segmentation-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-win_amd64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-macosx_11_0_arm64.whl

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Release files / compressed_segmentation-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-win_amd64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-musllinux_1_2_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-macosx_11_0_arm64.whl

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Release files / compressed_segmentation-2.3.3-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	compressed_segmentation-2.3.3-cp39-cp39-macosx_10_9_x86_64.whl
Size	154.7 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`0b0e51534805265e3f8f8987e0be58fd6e783ebac7d86a77d4cf1905a0f92ac0`
BLAKE2b-256 checksum How to use checksums	`a852f685f4fbffb5275416ab1a7723208f1630cd271995860244937feaa9c2d3`
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Release files / compressed_segmentation-2.3.3-cp38-cp38-win_amd64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-win_amd64.whl
Size	132.8 kB
Tags	CPython 3.8 Windows x86-64
SHA-256 checksum How to use checksums	`8b2e23785fd817e1c1b5c3f4531baa224db1b6259012f3ca492dfeed9b9ab4a6`
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Release files / compressed_segmentation-2.3.3-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-musllinux_1_2_x86_64.whl
Size	2.1 MB
Tags	CPython 3.8 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`bed541f6cd5989703076519bff8872769ec15b82a083059deb1d057513160ef4`
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Uploaded via	`twine/6.1.0 CPython/3.11.3`

Release files / compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	1.1 MB
Tags	CPython 3.8 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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BLAKE2b-256 checksum How to use checksums	`fa322888b91640a2ca014cbfc2771658b56e830a85087ea88e4fb2628ab3b2c1`
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Release files / compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	1.1 MB
Tags	CPython 3.8 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`cf632e1e9adae6123d7ae92244c4c974c5f6c35a901fc1f86618150bb7fa6323`
BLAKE2b-256 checksum How to use checksums	`3965784e021ecc8e0eb884e86bfb99cb05e279e58091d698e444a317644efb83`
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Uploaded via	`twine/6.1.0 CPython/3.11.3`

Release files / compressed_segmentation-2.3.3-cp38-cp38-macosx_11_0_arm64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-macosx_11_0_arm64.whl
Size	146.9 kB
Tags	CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`8b16189c810fb8b92d9eff1a4c090acdfe7bce7b975716b713cfd9b97b8f7f3e`
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Release files / compressed_segmentation-2.3.3-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	compressed_segmentation-2.3.3-cp38-cp38-macosx_10_9_x86_64.whl
Size	155.9 kB
Tags	CPython 3.8 macOS 10.9+ x86-64
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Upload date	Mar 12, 2026
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Uploaded via	`twine/6.1.0 CPython/3.11.3`

Release history Release notifications | RSS feed

This release

2.3.3 This release

Mar 12, 2026 49 release files

2.3.2

Jan 23, 2025 47 release files

2.3.1

Jun 23, 2024 62 release files

2.3.0

Mar 29, 2024 46 release files

2.2.2

Dec 19, 2023 46 release files

2.2.1

May 12, 2023 53 release files

2.2.0

Mar 16, 2022 44 release files

2.1.1

Jan 23, 2022 44 release files

2.1.0

Dec 30, 2021 44 release files

2.0.1

Sep 19, 2020 27 release files

2.0.0

Sep 19, 2020 23 release files

1.0.1

Sep 11, 2020 23 release files

1.0.0

Nov 13, 2018 13 release files

compressed-segmentation 2.3.3

Compress Seg

Library for compressing and decompressing image segmentation (adapted from neuroglancer)

Features

C++ Compilation

Python Installation

pip Binary Installation

pip Source Installation

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1 maintainer

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Metadata

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1 maintainer

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Release files for compressed-segmentation 2.3.3

Source distribution (sdist)

Built distributions (wheels)

Release files / compressed_segmentation-2.3.3.tar.gz

Release files / compressed_segmentation-2.3.3-cp314-cp314t-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314t-macosx_10_15_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp314-cp314-macosx_10_15_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp39-cp39-macosx_10_9_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-win_amd64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-musllinux_1_2_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-macosx_11_0_arm64.whl

Release files / compressed_segmentation-2.3.3-cp38-cp38-macosx_10_9_x86_64.whl

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`pip` Binary Installation

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