SOD is an embedded, modern cross-platform computer vision and machine learning software library that expose a set of APIs for deep-learning, advanced media analysis & processing including real-time, multi-class object detection and model training on embedded systems with limited computational resource and IoT devices.
SOD was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in open source as well commercial products.
Designed for computational efficiency and with a strong focus on real-time applications. SOD includes a comprehensive set of both classic and state-of-the-art deep-neural networks with their <ahref="https://pixlab.io/downloads">pre-trained models</a>. Built with SOD:
* State-of-the-art, CPU optimized deep-neural networks including the brand new, exclusive <ahref="https://sod.pixlab.io/intro.html#realnets">RealNets architecture</a>.
The documentation works both as an API reference and a programming tutorial. It describes the internal structure of the library and guides one in creating applications with a few lines of code. Note that SOD is straightforward to learn, even for new programmer.
Resources | Description
------------ | -------------
<ahref="https://sod.pixlab.io/intro.html">SOD in 5 minutes or less</a> | A quick introduction to programming with the SOD Embedded C/C++ API with real-world code samples implemented in C.
<ahref="https://sod.pixlab.io/api.html">C/C++ API Reference Guide</a> | This document describes each API function in details. This is the reference document you should rely on.
<ahref="https://sod.pixlab.io/samples.html">C/C++ Code Samples</a> | Real world code samples on how to embed, load models and start experimenting with SOD.
<ahref="https://sod.pixlab.io/articles/license-plate-detection.html">License Plate Detection</a> | Learn how to detect vehicles license plates without heavy Machine Learning techniques, just standard image processing routines already implemented in SOD.
<ahref="https://sod.pixlab.io/articles/porting-c-face-detector-webassembly.html">Porting our Face Detector to WebAssembly</a> | Learn how we ported the <ahref="https://sod.pixlab.io/c_api/sod_realnet_detect.html">SOD Realnets face detector</a> into WebAssembly to achieve Real-time performance in the browser.
<ahref="https://pixlab.io/downloads">Downloads</a> | Get a copy of the last public release of SOD, pre-trained models, extensions and more. Start embedding and enjoy programming with.
<ahref="https://pixlab.io/sod">Copyright/Licensing</a> | SOD is an open-source, dual-licensed product. Find out more about the licensing situation there.
<ahref="https://sod.pixlab.io/support.html">Online Support Channels</a> | Having some trouble integrating SOD? Take a look at our numerous support channels.
