https://github.com/inspirit/jsfeat

JavaScript Computer Vision library.
https://github.com/inspirit/jsfeat

Last synced: 1 day ago
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JavaScript Computer Vision library.

• Host: GitHub
• URL: https://github.com/inspirit/jsfeat
• Owner: inspirit
• License: mit
• Created: 2012-11-08T12:35:55.000Z (about 12 years ago)
• Default Branch: master
• Last Pushed: 2022-04-16T09:05:57.000Z (over 2 years ago)
• Last Synced: 2024-12-06T00:04:54.173Z (8 days ago)
• Language: JavaScript
• Size: 1.87 MB
• Stars: 2,746
• Watchers: 140
• Forks: 373
• Open Issues: 48
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
jsfeat

======

### JavaScript Computer Vision library ###

The project aim is to explore JS/HTML5 possibilities using modern & state-of-art computer vision algorithms.

[Examples and Documentation](https://inspirit.github.io/jsfeat/)

### Features ###

* Custom data structures

* Basic image processing methods (grayscale, derivatives, box-blur, resample, etc.)

 * grayscale ([Demo](https://inspirit.github.io/jsfeat/sample_grayscale.html))

 * box blur ([Demo](https://inspirit.github.io/jsfeat/sample_boxblur.html))

 * gaussian blur ([Demo](https://inspirit.github.io/jsfeat/sample_gaussblur.html))

 * equalize histogram ([Demo](https://inspirit.github.io/jsfeat/sample_equalize_hist.html))

 * canny edges ([Demo](https://inspirit.github.io/jsfeat/sample_canny_edge.html))

 * sobel deriv ([Demo](https://inspirit.github.io/jsfeat/sample_sobel.html))

 * scharr deriv ([Demo](https://inspirit.github.io/jsfeat/sample_scharr.html))

 * find more at Examples and Documentation page

* Linear Algebra module

 * LU (Gaussian elimination) solver

 * Cholesky solver

 * SVD decomposition, solver and pseudo-inverse

 * Eigen Vectors and Values

* Multiview module  ([Demo](https://inspirit.github.io/jsfeat/sample_videostab.html))

 * Affine2D motion kernel

 * Homography2D motion kernel

 * RANSAC motion estimator

 * LMEDS motion estimator

* Matrix Math module for various matrix operation such as traspose, multiply etc.

* Features 2D

 * Fast Corners feature detector ([Demo](https://inspirit.github.io/jsfeat/sample_fast_corners.html))

 * YAPE06 feature detector ([Demo](https://inspirit.github.io/jsfeat/sample_yape06.html))

 * YAPE feature detector ([Demo](https://inspirit.github.io/jsfeat/sample_yape.html))

 * ORB feature descriptor ([Demo](https://inspirit.github.io/jsfeat/sample_orb.html))

* Lucas-Kanade optical flow ([Demo](https://inspirit.github.io/jsfeat/sample_oflow_lk.html) - click to add points)

* HAAR object detector ([Demo](https://inspirit.github.io/jsfeat/sample_haar_face.html))

* BBF object detector ([Demo](https://inspirit.github.io/jsfeat/sample_bbf_face.html))