Through-Wall Human Pose Estimation Using Radio Signals

june 2018 by ivar

Through-Wall Human Pose Estimation Using Radio Signals

cv
vision
surveillance
walls
privacy
wifi
rf
june 2018 by ivar

Tutorial — Lasagne 0.2.dev1 documentation

december 2015 by ivar

This tutorial will walk you through building a handwritten digits classifier using the MNIST dataset, arguably the “Hello World” of neural networks.

python
ml
cv
image
recognition
vision
data
nn
december 2015 by ivar

How the 'Quiet Eye' Technique Makes Athletes More Coordinated - The Atlantic

november 2015 by ivar

But in the past few years, a small group of neuroscientists have identified a new way of understanding coordination, one that focuses on visual and cognitive skills over physical prowess.

The concept, known as the quiet-eye theory, is deceptively simple: Before you perform an action, you focus your gaze on the salient aspects of your goal—the rim, the catcher’s mitt, the malignant tissue, and so on.

learning
performance
psychology
vision
athletics
sports
agility
focus
dexterity
coordination
training
The concept, known as the quiet-eye theory, is deceptively simple: Before you perform an action, you focus your gaze on the salient aspects of your goal—the rim, the catcher’s mitt, the malignant tissue, and so on.

november 2015 by ivar

The myopia boom : Nature News & Comment

march 2015 by ivar

Short-sightedness is reaching epidemic proportions. Some scientists think they have found a reason why. Too much time indoors!

health
science
vision
eyes
neuroscience
sight
myopia
march 2015 by ivar

menpo - Welcome to the Menpo project!

february 2015 by ivar

The Menpo project is a set of Python libraries for manipulating data that is particularly useful for Machine Learning and Computer Vision. The core menpo library contains a number of powerful tools for manipulating annotated image and mesh data. menpo focuses on making importing, manipulating and visualizing data as simple as possible. This makes us strong supporters of projects like the IPython notebook.

cv
computer
vision
computervision
library
python
util
dev
february 2015 by ivar

dlib C++ Library (with Python interface)

february 2015 by ivar

C++ library (with Python interface)

Unlike many other GUI toolkits, the entire dlib GUI toolkit is threadsafe

Numerical Algorithms

A fast matrix object implemented using the expression templates technique and capable of using BLAS and LAPACK libraries when available.

Numerous linear algebra and mathematical operations are defined for the matrix object such as the singular value decomposition, transpose, trig functions, etc.

General purpose unconstrained non-linear optimization algorithms using the conjugate gradient, BFGS, and L-BFGS techniques

Levenberg-Marquardt for solving non-linear least squares problems

Box-constrained derivative-free optimization via the BOBYQA algorithm

An implementation of the Optimized Cutting Plane Algorithm

Several quadratic program solvers

Combinatorial optimization tools for solving optimal assignment and min cut/max flow problems as well as the CKY algorithm for finding the most probable parse tree

A big integer object

A random number object

Machine Learning Algorithms

Conventional SMO based Support Vector Machines for classification and regression

Reduced-rank methods for large-scale classification and regression

Relevance vector machines for classification and regression

General purpose multiclass classification tools

A Multiclass SVM

A tool for solving the optimization problem associated with structural support vector machines.

Structural SVM tools for sequence labeling

Structural SVM tools for solving assignment problems

Structural SVM tools for object detection in images

Structural SVM tools for labeling nodes in graphs

A large-scale SVM-Rank implementation

An online kernel RLS regression algorithm

An online SVM classification algorithm

Semidefinite Metric Learning

An online kernelized centroid estimator/novelty detector and offline support vector one-class classification

Clustering algorithms: linear or kernel k-means, Chinese Whispers, and Newman clustering.

Radial Basis Function Networks

Multi layer perceptrons

Graphical Model Inference Algorithms

Join tree algorithm for exact inference in a Bayesian network.

Gibbs sampler markov chain monte carlo algorithm for approximate inference in a Bayesian network.

Routines for performing MAP inference in chain-structured, Potts, or general factor graphs.

Image Processing

Routines for reading and writing common image formats.

Automatic color space conversion between various pixel types

Common image operations such as edge finding and morphological operations

Implementations of the SURF, HOG, and FHOG feature extraction algorithms.

Tools for detecting objects in images including frontal face detection and object pose estimation.

Data Compression and Integrity Algorithms

A CRC 32 object

MD5 functions

Various abstracted objects representing parts of data compression algorithms. Many forms of the PPM algorithm are included.

Testing

A thread safe logger object styled after the popular Java logger log4j

A modular unit testing framework

Various assert macros useful for testing preconditions

library
programming
c++
machinelearning
vision
computer
cv
ml
Unlike many other GUI toolkits, the entire dlib GUI toolkit is threadsafe

Numerical Algorithms

A fast matrix object implemented using the expression templates technique and capable of using BLAS and LAPACK libraries when available.

Numerous linear algebra and mathematical operations are defined for the matrix object such as the singular value decomposition, transpose, trig functions, etc.

General purpose unconstrained non-linear optimization algorithms using the conjugate gradient, BFGS, and L-BFGS techniques

Levenberg-Marquardt for solving non-linear least squares problems

Box-constrained derivative-free optimization via the BOBYQA algorithm

An implementation of the Optimized Cutting Plane Algorithm

Several quadratic program solvers

Combinatorial optimization tools for solving optimal assignment and min cut/max flow problems as well as the CKY algorithm for finding the most probable parse tree

A big integer object

A random number object

Machine Learning Algorithms

Conventional SMO based Support Vector Machines for classification and regression

Reduced-rank methods for large-scale classification and regression

Relevance vector machines for classification and regression

General purpose multiclass classification tools

A Multiclass SVM

A tool for solving the optimization problem associated with structural support vector machines.

Structural SVM tools for sequence labeling

Structural SVM tools for solving assignment problems

Structural SVM tools for object detection in images

Structural SVM tools for labeling nodes in graphs

A large-scale SVM-Rank implementation

An online kernel RLS regression algorithm

An online SVM classification algorithm

Semidefinite Metric Learning

An online kernelized centroid estimator/novelty detector and offline support vector one-class classification

Clustering algorithms: linear or kernel k-means, Chinese Whispers, and Newman clustering.

Radial Basis Function Networks

Multi layer perceptrons

Graphical Model Inference Algorithms

Join tree algorithm for exact inference in a Bayesian network.

Gibbs sampler markov chain monte carlo algorithm for approximate inference in a Bayesian network.

Routines for performing MAP inference in chain-structured, Potts, or general factor graphs.

Image Processing

Routines for reading and writing common image formats.

Automatic color space conversion between various pixel types

Common image operations such as edge finding and morphological operations

Implementations of the SURF, HOG, and FHOG feature extraction algorithms.

Tools for detecting objects in images including frontal face detection and object pose estimation.

Data Compression and Integrity Algorithms

A CRC 32 object

MD5 functions

Various abstracted objects representing parts of data compression algorithms. Many forms of the PPM algorithm are included.

Testing

A thread safe logger object styled after the popular Java logger log4j

A modular unit testing framework

Various assert macros useful for testing preconditions

february 2015 by ivar

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