Elixir-Code-Smells
Kornia
| Elixir-Code-Smells | Kornia | |
|---|---|---|
| 8 | 11 | |
| 1,420 | 9,395 | |
| - | 1.8% | |
| 5.7 | 9.4 | |
| 4 months ago | 4 days ago | |
| Elixir | Python | |
| MIT License | Apache License 2.0 |
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.
Elixir-Code-Smells
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Survey on code smells in Elixir
My Ph.D. advisor and I are researching code smells in Elixir systems. This work resulted in the Catalog of Elixir-specific code smells, which has already become quite popular among GitHub users. (https://github.com/lucasvegi/Elixir-Code-Smells).
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Code Smells in Elixir
Results can be found in: https://github.com/lucasvegi/Elixir-Code-Smells
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Hacker News top posts: May 10, 2022
Catalog of Elixir-specific code smells\ (21 comments)
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Catalog of Elixir-specific code smells
Generally speaking, code smells are also context-sensitive structures. This means that a smell will not always represent pain in a specific project. It is just a possibility that must be analyzed in each context. It is a warning, not a judgment.
We are interested in knowing Elixir's community opinion about these code smells. Collaborations can be made via GitHub issues (https://github.com/lucasvegi/Elixir-Code-Smells/issues) or Pull Requests in our repo!
- Elixir Code Smells
Kornia
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[News] Kornia 0.6.6: ParametrizedLine API, load_image support for Apple Windows Developer, integration demos with Hugging Face and many more.
👉 https://github.com/kornia/kornia/releases/tag/v0.6.6
- [P] Kornia: Differential Computer Vision
- Kornia: Differential Computer Vision
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Hacker News top posts: May 10, 2022
Kornia: Differential Computer Vision\ (3 comments)
- Preprocessing for NN on GPU
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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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[D] CPU choice for machine learning server (Epyc vs. Threadripper)
Between "not being sure yet" about GPU operations in pre-processing and choosing high-end CPUs, I think you are overthinking the wrong alternative. Besides DALI, check whether you are using codecs besides nvidia/torchvision-supported jpeg and png, and if other GPU CV libraries meet your needs: torchvision kornia
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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
What are some alternatives?
sneeze - Render Elixir data-structures to HTML, inspired by Hiccup.
OpenCV - Open Source Computer Vision Library
apple2idiot - A general purpose ESP32 IOT board for the Apple IIe
Face Recognition - The world's simplest facial recognition api for Python and the command line
credo - A static code analysis tool for the Elixir language with a focus on code consistency and teaching.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Hacking-F117A - My investigation into mission generation in the Stealth Fighter games by Microprose.
SimpleCV - The Open Source Framework for Machine Vision
Elixir - Elixir is a dynamic, functional language for building scalable and maintainable applications
multi-object-tracker - Multi-object trackers in Python
bzip3 - A better and stronger spiritual successor to BZip2.
gaps - A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone: