https://github.com/neka-nat/cuimage

Rust implementation of image processing library with CUDA
https://github.com/neka-nat/cuimage

computer-vision cuda rust

Last synced: 4 months ago
JSON representation

Rust implementation of image processing library with CUDA

• Host: GitHub
• URL: https://github.com/neka-nat/cuimage
• Owner: neka-nat
• Created: 2022-12-14T11:39:29.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-05-15T05:06:39.000Z (over 1 year ago)
• Last Synced: 2024-08-01T03:46:15.191Z (6 months ago)
• Topics: computer-vision, cuda, rust
• Language: Rust
• Homepage:
• Size: 1000 KB
• Stars: 7
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# cuimage

Rust implementation of image processing library with CUDA.

## Core feature

* Use [Rust-CUDA](https://github.com/Rust-GPU/Rust-CUDA)

* Implemented algorithms

  * Convert gray scale

  * Gaussian blur

## Build

```sh

docker build -t rust-cuda .

```

```sh

docker run -it --gpus all -v $PWD:/root/rust-cuda --entrypoint /bin/bash rust-cuda

cd /root/rust-cuda

cargo run --release --example gray

```

### Original image

![original](cpu/examples/lenna.png)

### Output images

![gray](asset/lenna_gray.png)

![blur](asset/lenna_blur.png)