ndarray-vision

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.