DEV Community

Maksymilian
Maksymilian

Posted on

Scalable Image Comparison: An Open-Source Java Library

I’ve been working on an open-source Java library designed for scalable, multi-stage image comparison. It allows you to mix and match strategies (like CRC32 checksum and perceptual hashing) to de-duplicate massive collections efficiently.

The core design is modular, so you can implement your own strategies for both grouping and comparison. For example:

  • Combine CRC32Grouper + PHash + PixelByPixel to identify duplicates.
  • Use some kind of meta data Grouper + PerceptualHash to identify similar images.

I’d love to hear your feedback:

  • Does this approach make sense for large-scale scenarios?
  • What could I improve to make it more extensible?

Here’s the repository: LINK.

If you have ideas for new features or want to contribute, feel free to open an issue or submit a PR. Any thoughts appreciated!

Top comments (0)

Sentry image

See why 4M developers consider Sentry, “not bad.”

Fixing code doesn’t have to be the worst part of your day. Learn how Sentry can help.

Learn more