kann
A lightweight C library for artificial neural networks (by attractivechaos)
libvips
A fast image processing library with low memory needs. (by libvips)
| kann | libvips | |
|---|---|---|
| 5 | 24 | |
| 656 | 9,029 | |
| - | 1.1% | |
| 0.0 | 9.2 | |
| over 2 years ago | 3 days ago | |
| C | C | |
| GNU General Public License v3.0 or later | GNU Lesser General Public License v3.0 only |
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.
kann
Posts with mentions or reviews of kann.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-15.
- Small tensor library in C99
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C with Deep Learning
TensorFlow has C APIs. I developed KANN from scratch for deep learning. It supports CNN, LSTM and complex topologies. For simple MLPs, you can implement your own as a practice. Use a BLAS library for performance.
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Implementing Faster R-CNN in C
After some research, I have reached the conclusion that I should use Faster R-CNN. So far, I have completed a classification task with a basic CNN using the C Kann library, as it can create basic layers and has basic functionalities..
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Using Kann library to classify color images with a CNN
I'm trying to use the kann library to create a model that classifies color images using a CNN, following the mnist cnn example.
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C Deep
KANN - Two-file ANN library. MIT
libvips
Posts with mentions or reviews of libvips.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-05-03.
-
Ask HN: How to handle user file uploads?
Read through the comments and was surprised no one mentioned libvips - https://github.com/libvips/libvips. At my current small company we were trying to allow image uploads and started with imagemagick but certain images took too long to process and we were looking for faster alternatives. It's a great tool with minimum overhead. For video thumbnails, we use ffmpeg which is really heavy. We off-load video thumbnail generation to a queue. We've had great luck with these tools.
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Building an online image compressor
After some research, I found libvips, a demand-driven, horizontally threaded image processing library. It is designed to run quickly while using as little as memory as possible.
- Libvips: A fast image processing library with low memory needs
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Things you might not know about Next Image
Sharp is a fast and efficient image optimization Node.js module that makes use of the native libvips library.
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Go Image Converting
h2non/bimg can handle both if the underlying libvips is compiled with support for both formats.
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.Webp is the bane of my existence
if you're using linux (which it doesn't seem so) there's also vispdisp https://github.com/jcupitt/vipsdisp which is based on https://github.com/libvips/libvips which will likely take over how images are decoded in the future for everything, at least methodology wise.
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How are responsive image sets are generated, stored, and managed server-side?
The magic happens by way of a library called Libvips, which contains an ultra-high-speed low-memory image resizer.
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imagor v1 - a fast, Docker-ready image processing server in Go, libvips and more
imagor uses one of the most efficient image processing library libvips. It is typically 4-8x faster than using the quickest ImageMagick and GraphicsMagick settings.
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[OSError] Cannot find pyvips library (DLLs)
Try the solutions here: https://github.com/libvips/libvips/issues/2479
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Image library for fast read of huge Tif files?
in that case maybe take a look at https://github.com/libvips/libvips
What are some alternatives?
When comparing kann and libvips you can also consider the following projects:
Genann - simple neural network library in ANSI C
OpenCV - Open Source Computer Vision Library
ZLib - A massively spiffy yet delicately unobtrusive compression library.
imagick - Go binding to ImageMagick's MagickWand C API
darknet - Convolutional Neural Networks
sharp - High performance Node.js image processing, the fastest module to resize JPEG, PNG, WebP, AVIF and TIFF images. Uses the libvips library.
tensorflow - An Open Source Machine Learning Framework for Everyone
GD - GD Graphics Library
GLFW - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input
tesseract-ocr - Tesseract Open Source OCR Engine (main repository)
Redis - Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.
FreeImage - A custom distribution of FreeImage, with a CMake-based build system. Used by the Athena Game Framework.