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All Projects → rust-cv → ndarray-vision

rust-cv / ndarray-vision

Licence: Apache-2.0, MIT licenses found Licenses found Apache-2.0 LICENSE-APACHE MIT LICENSE-MIT
Computer vision library built on top of ndarray

Programming Languages

rust
11053 projects

Labels

computer-visionimage-processingndarrayhacktoberfest

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ndarray-vision

Build Status License:MIT Coverage Status

This project is a computer vision library built on top of ndarray. This project is a work in progress. Basic image encoding/decoding and processing are currently implemented.

See the examples and tests for basic usage.

Features

  • Conversions between Grayscale, RGB, HSV and CIEXYZ
  • Image convolutions and common kernels (box linear, gaussian, laplace)
  • Median filtering
  • Sobel operator
  • Canny Edge Detection
  • Histogram Equalisation
  • Thresholding (basic, mean, Otsu)
  • Encoding and decoding PPM (binary or plaintext)

Performance

Not a lot of work has been put towards performance yet but a rudimentary benchmarking project exists here for comparative benchmarks against other image processing libraries in rust.

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