Install rust if you haven't
This will prepare the release binary on your local machine
git clone https://github.com/udaypatel1/tezca.git
cd tezca
cargo build --releaseTo run the release binary, do the following:
cargo run --release assets/sf.jpg assets/la.jpg| Index Value | Meaning |
|---|---|
| 0.99 | Near perfect positive correlation |
| 0 | No similarity |
| -0.99 | Near perfect anti-correlation |
Use any combination of the sample images given in assets/ or use your own images
For debugging purposes and contributing to pre-releases, run the binary without the release flag
cargo run -- assets/sf.jpg assets/la.jpgMuch is left to do and plan for the future of this initiative. It's meant to be a simple, easy-to-use, and performant CLI tool to compare images in a file system.
Please raise an Issue, create a Branch and make a Pull Request to main if you would like to do any of the following:
- Make this even faster
- smarter threading strategies
- more concurrent processes
- refining current algorithms
- adding additional algorithms to refine index accuracy
- Build a benchmarking feature
- introduce unit testing natively in Rust
- Decouple components / services for better maintanability and structure
- add Github Actions for automated CI/CD related goodies
- Build better thread management
- Have ideas for CLI subcommands or flags to expand your proposed functionality
- Update this README
- Want to do something cool and new with Rust that is beginner-friendly and applicable but still meaningful + you meet the minimum coolness factor :)
This repo is in WIP status. For more information on non-ML based image processing, read this