computer vision, image processing and machine learning on the web browser or node.
JavaScript Other
Latest commit 13f0dc6 Jan 9, 2017 @wellflat modified .gitattributes

README.md

Image processing and Machine learning labs

description

Image processing and Machine learning in JavaScript and TypeScript

note

computer vision, image processing and machine learning on the web browser or node

  • Fast Fourier Transform (1D-FFT/IFFT, 2D-FFT/IFFT)
  • Stereo Matching
  • Poisson Image Editing
  • Corner Detection
  • Fish-Eye Transform
  • Image Processing Filters (convolution, symmetric nearest neighbor, jitter)
  • Image Histogram Calculation
  • Image Feature Extraction
  • Decision Tree Learning
  • K-Means++ Clustering
  • Logistic Regression
  • Adaptive Regularization of Weight Vectors (AROW)
  • Soft Confidence Weighted Learning (SCW)
  • 3D Shape Drawing (Mobius Strip, Klein Bottle, Heart Surface ...)
  • Deep Learning (in TypeScript)
  • etc..

license

The MIT License

Copyright (c) 2014 wellflat

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.