maturin
opencv-python
Our great sponsors
maturin | opencv-python | |
---|---|---|
37 | 50 | |
3,232 | 4,162 | |
5.8% | 3.7% | |
9.4 | 6.6 | |
6 days ago | about 1 month ago | |
Rust | Python | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
maturin
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In Rust for Python: A Match from Heaven
This story unfolds as a captivating journey where the agile Flounder, representing the Python programming language, navigates the vast seas of coding under the wise guidance of Sebastian, symbolizing Rust. Central to their adventure are three powerful tridents: cargo, PyO3, and maturin.
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Feedback from calling Rust from Python
-- Maturin on GitHub
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Some Reasons to Avoid Cython
My new favorite way to write very fast libraries for Python is to just use Rust and Maturin:
https://github.com/PyO3/maturin
It basically automates everything for you. If you use it with Github actions, it will compile wheels for you on each release for every platform and python version you want, and even upload them to PyPi (pip) for you. Everything feels very modern and well thought out. People really care about good tooling in the Rust world.
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Which programming language to focus on for my PhD journey in bioinformatics?
Python first, you will be able to experiment quickly with the notebooks. Then maybe write (or rewrite) some modules in Rust that you can expose as python modules, with py03 and maturin. Feel free to publish useful packages on both crates.io and pypi.org, so you can contribute to Python and Rust ecosystems.
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python to rust migration
Now if you really want to use Rust, you can rewrite only the part that are slowing down your consumer. It's easy by using Py03 and maturin. Maybe also rayon to parallelize.
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Ask HN: Is it worth it for me to learn Go or Rust as a Data Engineer?
It's relatively easy to extend Python with project like Py03[0] and Maturin[1]. Polars[2] is the perfect example of that.
It's not easy to push coworkers/companies to use an unfamiliar language. Rust isn't fast to learn. You need very good arguments and a good usecase to make it works.
I doubt that learning Rust will help you more that learning more about the data engineers tools, so this isn't really "worth" your time.
[0] -- https://pyo3.rs/v0.18.3/
[1] -- https://github.com/PyO3/maturin
[2] -- https://www.pola.rs/
- Rust CLI app installable via PIP?
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Blog Post: Making Python 100x faster with less than 100 lines of Rust
In this case, PyO3/maturin does all the setup and getting the module into Python. They also have docs going into a lot more depth on this.
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Is Rust faster than Python out of the box
Lastly if you're willing to introduce Rust, I'd consider a gradual approach using native libraries built in rust with PYO3. Check the maturin guide that helps you to streamline the build process of native libraries : https://github.com/PyO3/maturin . From there you could try to find hotspots in your python app and replace those with a native implementation.
- sccache now supports GHA as backend
opencv-python
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Convert Images Into Pencil Sketch
Have you ever felt like your photos needed a little extra touch to stand out? Well, get ready because we're about to learn a cool Python trick! We're going to take ordinary photos and turn them into awesome pencil sketches using Python and OpenCV. This will make your pictures look like they were drawn by hand!
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How hard is to write scripts for image processing instead of paying pro photo editors?
There are several modules that would allow you to process images in Python. Two of the perhaps most famous ones are PIL (https://pypi.org/project/Pillow/, also known as pillow), and opencv (https://pypi.org/project/opencv-python/).
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Building Simple and Customizable Image Classifier with Teachable Machine and Python
Classifying images with trained model by using OpenCV and Teachable Machine packages
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How to Invoke HTTP Web Service of Dynamsoft SDKs with Power Automate for Desktop
opencv-python: OpenCV for Python
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[OC] Velocity of Starship SN24
Tool: Data collected using Python opencv, and a rudimentary OCR built from scratch. Graphic created with Microsoft Excel.
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check this out please someone help me and double check this script for me
cv2: https://pypi.org/project/opencv-python/
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[Question] Trying to compile OpenCV on RPI3 B+ with NOIR V3 Camera for NDVI feed
I would try installing opencv-python on its own to see if you can learn more: https://pypi.org/project/opencv-python/
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Need help to choose toolchain for setting up a video streaming server on my PC.
I've been googling and reading for a while but I'm very unsure about which tools I need, which tools will help me achieve what I want the easiest way. What about (pylivestream)[https://pypi.org/project/pylivestream/] for example? Will this do the job for me? What about a lower level approach including (pyopencv)[https://pypi.org/project/opencv-python/]? What about a higher level approach using (vidgear)[https://github.com/abhiTronix/vidgear], which seems promising but I don't feel confident in assessing if it's the tool I really need?
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I am a newbie who needs help with automation and stuff
This is likely to be buggy and frustrating, and it's very likely that you'll need to use OpenCV to preprocess the screenshot. Not my idea of a good time!
- Programm das auf Bestimmte Sachen reagiert.
What are some alternatives?
Poetry - Python packaging and dependency management made easy
webrtc - A pure Rust implementation of WebRTC
setuptools-rust - Setuptools plugin for Rust support
pypi-github-sync - Upload your Python package to PyPI with latest Github version tag.
termux-packaging - Termux packaging tools.
trace.moe - Anime Scene Search by Image
PyOxidizer - A modern Python application packaging and distribution tool
J.A.R.V.I.S - A voice assistant π£οΈ which can be used to interact with your computer π» and controls your pc operations ποΈ
rust-numpy - PyO3-based Rust bindings of the NumPy C-API
OpenCV - Open Source Computer Vision Library
pybind11 - Seamless operability between C++11 and Python
chafa - πΊπΏ Terminal graphics for the 21st century.