CImg
Dlib
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CImg | Dlib | |
---|---|---|
3 | 33 | |
1,420 | 13,011 | |
1.8% | - | |
9.3 | 7.9 | |
5 days ago | 6 days ago | |
C++ | C++ | |
GNU General Public License v3.0 or later | Boost Software License 1.0 |
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CImg
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Modern Image Processing Algorithms Implementation in C
It looks promising.
I like the way each algorithm is explained with minimal example and demo images.
I'm looking for such a lightweight vision lib to embed simple image manipulation programs on tiny ESP32-CAM boards.
OpenCV seems too heavy to integrate on such small devices.
So far, I've been able to develop simple image processing programs with CImg[1] (simple filtering, image cropping, adding text).
I'll try to spend some time exploring this SOD lib, thank you for sharing.
[1] https://cimg.eu/
- CImg – C++ Template Image Processing Library
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Does gimp have c libraries?
CImg : http://cimg.eu/ (C++)
Dlib
- Modern Image Processing Algorithms Implementation in C
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[Cpp] Une assez grande liste de bibliothèques graphiques C ++
dlib
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32 years old. HRT in April or May. Things I can do to maximize results and what to expect.
The apparent gender estimates from photos are using dlib, and I really ought to get what I'm doing cleaned up in such a way that other people can use it easily.
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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
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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.
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What programming language should I learn after C++ for Audio DSP?
If you know C++, you don't need anything else. Go and learn APIs for C++ libraries. If you're into DSP, why not study Dlib?.
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Exponential vs linear progress?
The data is mostly in this spreadsheet. The apparently facial gender estimates are made with Dlib. The mental health assessments are from Beck's Depression Inventory and the Snaith-Hamilton Pleasure Scale. The graph is made with gnuplot.
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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.
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How long after starting HRT did facial recognition not recognize you?
The dlib facial recognition model thinks that I am now a distance of about 0.3 from where I started, which is far enough to start getting many false positive matches, but still within the design intent that different pictures of the same individual will be within 0.6 of each other.
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Does hrt effect facial recognition software?
Dlib's face recognition module thinks that I am about 0.25 units away from where I started; its design intent is that distinct individuals will be 0.6 or more apart, although in practice other people start showing up around 0.3.
What are some alternatives?
OpenCV - Open Source Computer Vision Library
mlpack - mlpack: a fast, header-only C++ machine learning library
imagick - Go binding to ImageMagick's MagickWand C API
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
FreeImage - A custom distribution of FreeImage, with a CMake-based build system. Used by the Athena Game Framework.
Boost - Super-project for modularized Boost
Boost.GIL - Boost.GIL - Generic Image Library | Requires C++14 since Boost 1.80
Face Recognition - The world's simplest facial recognition api for Python and the command line
libvips - A fast image processing library with low memory needs.
CxImage
Caffe - Caffe: a fast open framework for deep learning.