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# sod
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# SOD - An Embedded Computer Vision & Machine Learning Library
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SOD - An Embedded, Modern Computer Vision Library & Deep Learning APIs Optimized for the CPU
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![Output](https://i.imgur.com/YIbb8wr.jpg)
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### [sod.pixlab.io](https://sod.pixlab.io)
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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.
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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.
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#### Notable SOD features
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* Built for real world and real-time applications.
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* State-of-the-art, CPU optimized deep-neural networks including the brand new, exclusive RealNets architecture.
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* Patent-free, advanced computer vision algorithms.
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* Support major image format.
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* Simple, clean and easy to use API.
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* Brings deep learning on limited computational resource, embedded systems and IoT devices.
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* Easy interpolatable with OpenCV or any other proprietary API.
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* Pre-trained models available for most architectures.
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* CPU capable, RealNets model training.
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* Production ready, cross-platform, high quality source code.
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* SOD is dependency free, written in C, compile and run unmodified on virtually any platform & architecture with a decent C compiler.
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* Amalgamated - All SOD source files are combined into a single C file (sod.c) for easy deployment.
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* Open-source, actively developed & maintained product.
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* Developer friendly support channels.
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