SHOGUN
Dlib
Our great sponsors
SHOGUN | Dlib | |
---|---|---|
1 | 33 | |
2,999 | 12,928 | |
0.4% | - | |
4.8 | 7.9 | |
3 months ago | 16 days ago | |
C++ | C++ | |
BSD 3-clause "New" or "Revised" License | Boost Software License 1.0 |
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.
SHOGUN
-
Changing std:sort at Google’s Scale and Beyond
The function is trying to get the median, which is not defined for an empty set. With this particular implementation, there is an assert for that:
https://github.com/shogun-toolbox/shogun/blob/9b8d85/src/sho...
Unrelatedly, but from the same section:
> Fixes are trivial, access the nth element only after the call being made. Be careful.
Wouldn't the proper fix to do the nth_element for the larget element first (for those cases that don't do that already) and then adjust the end to be the begin + larger_n for the second nth_element call? Otherwise the second call will check [begin + larger_n, end) again for no reason at all.
Dlib
- Modern Image Processing Algorithms Implementation in C
-
[Cpp] Une assez grande liste de bibliothèques graphiques C ++
dlib
-
What are some C++ projects with high quality code that I can read through?
I really like dlib's code https://github.com/davisking/dlib
-
C++ for machine learning
Additionally, C++ may be used for extremely high levels of optimization even for cloud-based ML. Dlib and Kaldi are C++ libraries used as dependencies in Python codebases for computer vision and audio processing, for example. So if your application requires you to customize any functions similar to those libraries, then you'll need C++ knowhow.
-
Flutter OpenCV and dlib for face detector & recognition
The plugin uses dlib library with a very fast HOG detector for both face recognition and detector following the relative examples.
-
student in desperate need of help/ guidance
You could start with DLIB and Geitgey's Face Recognition. They are pretty off-the-shelf packages, which should run fine on a single Intel processor (considering it's not too old).
-
How to embed a dlib based face recognition library written in python?
I want use this library: https://github.com/ageitgey/face_recognition. Its a python library based on https://dlib.net for face recognition
-
[D] Is Rust stable/mature enough to be used for production ML? Is making Rust-based python wrappers a good choice for performance heavy uses and internal ML dependencies in 2021?
Why not do it all in C++? Dlib has good support for ML. For instance, this is how one would do a simple MNIST example:
- Are 3 monitors worth it? Yes, absolutely yes.
-
Hacker News top posts: Jul 26, 2021
Dlib: Modern C++/Python Toolkit for Machine Learning\ (14 comments)
What are some alternatives?
mlpack - mlpack: a fast, header-only C++ machine learning library
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Boost - Super-project for modularized Boost
Face Recognition - The world's simplest facial recognition api for Python and the command line
OpenCV - Open Source Computer Vision Library
Caffe - Caffe: a fast open framework for deep learning.
javascript-algorithms - 📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Qt - Qt Base (Core, Gui, Widgets, Network, ...)
rust-bert - Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
mxnet - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more