Img2Num

Img2Num is a fast and accurate raster vectorizer.

It converts raster images (like PNGs and JPGs) into clean SVGs with high accuracy and performance.

_{Img2Num is optimized for natural images.}

Status

Before vs After
Why Img2Num?
Features
Multi-Language Support
Community Links

Installation
Quick Start
API Reference
Type Hints
Examples
Building and Publishing
License
Supporting Us

Before vs After

Input (Original Raster)	Output (SVG)

What are you waiting for?

Try one of our example-apps!

Why Img2Num?

Most raster-to-SVG vectorizers were designed for clean, synthetic input images such as logos, icons, diagrams, and flat illustrations. When applied to real-world photographs, they often struggle with noise, gradients, fine detail, and complex textures, resulting in less accurate vectorizations.

Img2Num takes the opposite approach. It was designed from the ground up for natural images, combining color quantization, contour extraction, and GPU-accelerated processing to produce high-quality SVGs from photographs while still performing well on synthetic artwork.

If your input images are photographs rather than logos or illustrations, Img2Num was built specifically for that use case.

_{What is Img2Num? Think of tools like Potrace or imagetracerjs, but designed with first-class support for natural photographs and other real-world imagery.}

Features

Built for real-world photos - Designed from the ground up to handle natural, noisy raster images (photographs, scans, etc.), unlike many vectorization libraries that are optimized for clean, synthetic source images (icons, logos, flat illustrations).
Raster to SVG vectorization - Converts PNG/JPEG images into clean, layered SVG paths using color quantization, contour tracing, and an integrated SVG writer.
GPU-accelerated processing - Leverages Dawn (Google's WebGPU implementation) for hardware-accelerated quantization and image processing.
Color quantization & palette control - Reduce an image to any K number of colors (K-Means), with output SVGs organized into logical color groups.
Precise contour extraction - Edge detection and polygon simplification with tunable fidelity for accuracy vs. performance trade-offs.
Multi-language bindings - Native C++17 core with first-class bindings for:
- C - lightweight C API (add as a submodule)
- Python (pip install img2num) - NumPy arrays in, SVG strings out
- JavaScript (npm i img2num) - same C++ core compiled to WebAssembly, works in browser and Node
WebAssembly-powered - The native C++ core is compiled to WebAssembly (WASM) for high-performance execution in browsers.
Zero-copy bindings - Direct memory access via NumPy in Python and TypedArrays in JS, avoiding unnecessary data copying.
Minimal dependencies - Core library built for speed with only one external runtime dependency (Google's Dawn).
Cross-platform CI - Tested on Linux, macOS, Windows, and WASM.
Flexible distribution - Available via PyPI, npm, and Docker Hub.
Permissive licensing - MIT-licensed core (libraries, packages, build tools), with AGPLv3 covering docs, example apps, and CI/config - see below for details.

Multi-Language Support

Language	Package Info

Community Links

Installation

pip install img2num

uv add img2num

Runtime dependency: numpy>=1.23.5

Supported Python versions: 3.10, 3.11, 3.12

Quick Start

Important: Input images must be 4 channel uint8 arrays with channel order RGBA

All-in-one (recommended)

import cv2
from img2num import image_to_svg, ImageToSvgConfig

img = cv2.imread("input.jpg")
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGBA)  # VERY IMPORTANT

cfg = ImageToSvgConfig(kmeans={"k": 16}, min_thickness=10)
svg = image_to_svg(img, config=cfg)

with open("output.svg", "w") as f:
    f.write(svg)

API Reference

width and height are automatically injected from the image shape, do not pass them manually.

For full API details see the Python API reference.

Type Hints

This package is fully typed. Wheels include a PEP 561 py.typed marker and generated .pyi stubs for the native _img2num extension, so mypy, pyright, and IDE autocomplete work out of the box — no extra stub packages needed.

Examples

Console app: example-apps/console-py

A formal test suite is not yet present. Verification is done via linting and build/import smoke checks.

Building and Publishing

# Build wheel locally
uv build
# or
python -m build

Type stubs are generated with pybind11-stubgen during the CMake build and bundled into the wheel automatically.

Release wheels are built automatically via cibuildwheel and published to PyPI using OIDC trusted publishing through the GitHub Actions release workflow.

License

MIT © Ryan Millard

This package (the library you install from PyPI) is MIT-licensed. Documentation, example apps, and CI/config in the main repository are AGPLv3 — see the repository license overview for details.

Supporting Us

Img2Num is free and open source. If it saves you time or you'd like to support its continued development:

⭐ Star the repository - it helps others discover the project
❤️ Sponsor us via GitHub Sponsors or Ko-fi (it'll help us keep the img2num.dev domain)
🛠️ Contribute - see our Contributing Guide and good first issues

GitHub · Documentation · Changelog · Contributing · Security · Sponsor · Issues · Discussions · Blog

Release files for img2num 0.3.1

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

Source distribution (sdist)

Source distribution for img2num 0.3.1
File	Size	Uploaded
img2num-0.3.1.tar.gz	5.8 MB	Sep 25, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for img2num 0.3.1
File	Interpreter	ABI	Platform	Reset
img2num-0.3.1-cp313-cp313-win_amd64.whl 5.2 MB Sep 25, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
img2num-0.3.1-cp313-cp313-win32.whl 4.5 MB Sep 25, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
img2num-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl 9.0 MB Sep 25, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
img2num-0.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 7.9 MB Sep 25, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
img2num-0.3.1-cp313-cp313-macosx_11_0_arm64.whl 2.6 MB Sep 25, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
img2num-0.3.1-cp312-cp312-win_amd64.whl 5.2 MB Sep 25, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
img2num-0.3.1-cp312-cp312-win32.whl 4.5 MB Sep 25, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
img2num-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl 9.0 MB Sep 25, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
img2num-0.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 7.9 MB Sep 25, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
img2num-0.3.1-cp312-cp312-macosx_11_0_arm64.whl 2.6 MB Sep 25, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
img2num-0.3.1-cp311-cp311-win_amd64.whl 5.2 MB Sep 25, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
img2num-0.3.1-cp311-cp311-win32.whl 4.5 MB Sep 25, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
img2num-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl 9.0 MB Sep 25, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
img2num-0.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 7.9 MB Sep 25, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
img2num-0.3.1-cp311-cp311-macosx_11_0_arm64.whl 2.6 MB Sep 25, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
img2num-0.3.1-cp310-cp310-win_amd64.whl 5.2 MB Sep 25, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
img2num-0.3.1-cp310-cp310-win32.whl 4.4 MB Sep 25, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
img2num-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl 8.9 MB Sep 25, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
img2num-0.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 7.8 MB Sep 25, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
img2num-0.3.1-cp310-cp310-macosx_11_0_arm64.whl 2.6 MB Sep 25, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details

Total release size: 122.3 MB

Release files / img2num-0.3.1.tar.gz

Download URL	img2num-0.3.1.tar.gz
Size	5.8 MB
Tags	Source
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1.tar.gz
SHA-256 checksum: 1d5ee6a8eab5077b56d46ae7996d62a1aa3aaf9db5e1f5bbd6b41f706491b100 Verifying attestations

Release files / img2num-0.3.1-cp313-cp313-win_amd64.whl

Download URL	img2num-0.3.1-cp313-cp313-win_amd64.whl
Size	5.2 MB
Tags	CPython 3.13 Windows x86-64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp313-cp313-win_amd64.whl
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Release files / img2num-0.3.1-cp313-cp313-win32.whl

Download URL	img2num-0.3.1-cp313-cp313-win32.whl
Size	4.5 MB
Tags	CPython 3.13 Windows x86-32
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp313-cp313-win32.whl
SHA-256 checksum: 070ade081c11741abc83b7821ac351c93134c2bb86efa72e65c258fbffbfc3d8 Verifying attestations

Release files / img2num-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	img2num-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl
Size	9.0 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: f651e12fee1449532ffadf2c72ed402bf82fa2acc0685961ba395719c5290ba0 Verifying attestations

Release files / img2num-0.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	img2num-0.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	7.9 MB
Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 3fb9437a663dabb9b8870d17a8e3fb51f68dbf2d17ef7bc024435dcb2b15f924 Verifying attestations

Release files / img2num-0.3.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	img2num-0.3.1-cp313-cp313-macosx_11_0_arm64.whl
Size	2.6 MB
Tags	CPython 3.13 macOS 11.0+ ARM64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: d54f8ce0aa66a198a2ccc4b9849d2a515ae4489c6f729ba630864b6795fa2caa Verifying attestations

Release files / img2num-0.3.1-cp312-cp312-win_amd64.whl

Download URL	img2num-0.3.1-cp312-cp312-win_amd64.whl
Size	5.2 MB
Tags	CPython 3.12 Windows x86-64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp312-cp312-win_amd64.whl
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Release files / img2num-0.3.1-cp312-cp312-win32.whl

Download URL	img2num-0.3.1-cp312-cp312-win32.whl
Size	4.5 MB
Tags	CPython 3.12 Windows x86-32
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
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Release files / img2num-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	img2num-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl
Size	9.0 MB
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: cb4eb4ef2a758073aeb8626d4b800d6e6c5c2820e962c63bff0badcc8ff6f3dd Verifying attestations

Release files / img2num-0.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	img2num-0.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	7.9 MB
Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

Workflow

Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
Publishing logs: github.com/Ryan-Millard/Img2Num/actions/runs/36106059331/attempts/1

Artifact

Subject: img2num-0.3.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Release files / img2num-0.3.1-cp312-cp312-macosx_11_0_arm64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp311-cp311-win_amd64.whl

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Size	5.2 MB
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Upload date	Sep 25, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp311-cp311-win32.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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SHA-256 checksum: 2e6127bf39ebdb3423a59dc96eea33f1aa80189c74f5b17c378ef8acdc9ffe85 Verifying attestations

Release files / img2num-0.3.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	img2num-0.3.1-cp311-cp311-macosx_11_0_arm64.whl
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
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Release files / img2num-0.3.1-cp310-cp310-win_amd64.whl

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Size	5.2 MB
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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp310-cp310-win32.whl

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Upload date	Sep 25, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl

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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Artifact

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Release files / img2num-0.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Release files / img2num-0.3.1-cp310-cp310-macosx_11_0_arm64.whl

Download URL	img2num-0.3.1-cp310-cp310-macosx_11_0_arm64.whl
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Upload date	Sep 25, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Ryan-Millard/Img2Num
Publishing commit: github.com/Ryan-Millard/Img2Num/tree/6878ee770124e85d6a1b15a8e5aaeed2b859b19d

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Publishing configuration: github.com/Ryan-Millard/Img2Num/blob/6878ee770124e85d6a1b15a8e5aaeed2b859b19d/.github/workflows/release.yml
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Artifact

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SHA-256 checksum: 761654f3f80e4f9cc24325990313d3fe932a0b178f53112ace10bc25f1bee60e Verifying attestations

Release history Release notifications | RSS feed

This release

0.3.1 This release

Sep 25, 2026 21 release files

0.3.0

Aug 15, 2026 21 release files

0.2.2

Jul 30, 2026 21 release files

0.2.1

Jul 2, 2026 21 release files

0.0.0

Jun 27, 2026 21 release files

img2num 0.3.1

Img2Num

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