ocaml-torch
Kornia
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| ocaml-torch | Kornia | |
|---|---|---|
| 1 | 11 | |
| 399 | 9,364 | |
| - | 2.5% | |
| 4.5 | 9.4 | |
| 12 months ago | 10 days ago | |
| OCaml | Python | |
| Apache License 2.0 | 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.
ocaml-torch
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?
norse - Deep learning with spiking neural networks (SNNs) in PyTorch.
OpenCV - Open Source Computer Vision Library
DiffSharp - DiffSharp: Differentiable Functional Programming
Face Recognition - The world's simplest facial recognition api for Python and the command line
mini_dalle - mini-dalle in OCaml
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
hyperlearn - 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
multi-object-tracker - Multi-object trackers in Python
DALI - A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
SimpleCV - The Open Source Framework for Machine Vision
lamp - deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language
gaps - A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone: