Kornia
Geometric Computer Vision Library for Spatial AI (by kornia)
SimpleCV
The Open Source Framework for Machine Vision (by sightmachine)
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Kornia | SimpleCV | |
---|---|---|
11 | 2 | |
9,227 | 2,649 | |
1.6% | 0.0% | |
9.4 | 0.0 | |
4 days ago | about 1 year ago | |
Python | Python | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Kornia
Posts with mentions or reviews of Kornia.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-14.
- [P] Kornia: Differential Computer Vision
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Hacker News top posts: May 10, 2022
Kornia: Differential Computer Vision\ (3 comments)
- Kornia: Differential Computer Vision
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Top 5 Python libraries for Computer vision
Kornia - Kornia is a differentiable computer vision library for PyTorch. It consists of a set of routines and differentiable modules to solve generic computer vision problems. At its core, the package uses PyTorch as its main backend both for efficiency and to take advantage of the reverse-mode auto-differentiation to define and compute the gradient of complex functions.
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[P] Using PyTorch + NumPy? A bug that plagues thousands of open-source ML projects.
Use kornia.augmentation where this problem is solved doing the augmentations in batch outside the dataloader. https://github.com/kornia/kornia
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SpaCy v3.0 Released (Python Natural Language Processing)
I haven't had a situation to use it, but I think Kornia looks cool: https://github.com/kornia/kornia
SimpleCV
Posts with mentions or reviews of SimpleCV.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-07.
-
Python for everyone : Mastering Python The Right Way
SimpleCV
-
Top 5 Python libraries for Computer vision
SimpleCV - SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language. It provides a concise, readable interface for cameras, image manipulation, feature extraction, and format conversion. Our mission is to give casual users a comprehensive interface for basic machine vision functions and an elegant programming interface for advanced users.
What are some alternatives?
When comparing Kornia and SimpleCV you can also consider the following projects:
OpenCV - Open Source Computer Vision Library
Face Recognition - The world's simplest facial recognition api for Python and the command line
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
multi-object-tracker - Multi-object trackers in Python
gaps - A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
tesserocr - A Python wrapper for the tesseract-ocr API