This is the Linux app named SOD whose latest release can be downloaded as SOD1.1.9Release.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SOD
DESCRIPTION
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 as commercial products. SOD implements state-of-the-art computer vision algorithms found to be mandatory in real-world application areas. Sobel operator, Otsu's binarization and over 100 image/frame processing & analysis interfaces. 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 pre-trained models.
Features
- Connected Component Labeling
- Augmented/Virtual Reality
- Hough Lines detection
- Sobel operator, Otsu's binarization
- Convolutional Neural Networks (CNN) for multi-class (20 and 80) object detection & classification
- Recurrent Neural Networks (RNN) for text generation
Programming Language
C
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/sod.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
