Tags » Neural Networks

White Paper: 2-D Shapes Description by Using Features Based on the Differential Turning Angle Scalogram

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A 2-D shape description using the turning angle (or tangential angle) is presented . This representation is based on a scalogram obtained from a progressive filtering of a planar closed contour of an object. 157 more words

Machine Learning

Neural network tools for Theano

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Lasagne is a lightweight library to build and train neural networks in Theano.

Machine Learning

White Paper: Interactive Fuzzy Model Based Recognition of Handwritten Numerals

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In this fuzzy model based character recognition, the features extracted from a character are used to form the fuzzy sets. Assuming these fuzzy sets have the overlapping/interactive information, this paper develops an Interactive Fuzzy Model by devising new fuzzy rules for linking them. 122 more words

Machine Learning

Minerva: a fast and flexible system for deep learning

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Features

  • Matrix programming interface
  • Easy interaction with NumPy
  • Multi-GPU, multi-CPU support
  • Good performance: ImageNet AlexNet training achieves 213 and 403 images/s with one and two Titan GPU, respectivly.
  • 8 more words
Python

eBook: Robust Facial Feature Extraction and Matching

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Automated feature extraction and correspondence determination is an extremely important problem in the face recognition community as it often forms the foundation of the normalisation and database construction phases of many recognition and verification systems.  75 more words

Machine Learning

eBook: Predictive Analytics with Microsoft Azure Machine Learning

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The purpose of this book is to provide a gentle and instructionally organized introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. 185 more words

Machine Learning