ndarray-vision
| Crates.io | ndarray-vision |
| lib.rs | ndarray-vision |
| version | 0.5.1 |
| source | src |
| created_at | 2019-03-24 18:42:15.42502 |
| updated_at | 2023-09-05 08:43:28.550526 |
| description | A computer vision library built on top of ndarray |
| homepage | |
| repository | https://github.com/xd009642/ndarray-vision |
| max_upload_size | |
| id | 123539 |
| size | 1,815,663 |
(xd009642)
documentation
README
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.