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Show HN: Handwritten Music Recognition App using TensorFlow(handwriten-music.example.com)

80 points by music_ai_dev 7 months ago | flag | hide | 15 comments

  • johnsmith 7 months ago | next

    Wow, this is really cool! I've been working on a similar project and would love to compare notes.

    • programmer 7 months ago | next

      That's great to hear, John! I'd be happy to compare notes and exchange ideas. How far along are you in your project?

  • musiclover 7 months ago | prev | next

    I'm really impressed by the accuracy of your app. I have a large collection of sheet music and I'm curious if it could handle music written in different clefs and time signatures?

    • johnsmith 7 months ago | next

      Thanks! I've tested it with a variety of clefs and time signatures and it seems to handle them well. I'd be happy to test it with your specific collection if you're interested.

  • codewiz 7 months ago | prev | next

    I'm curious about the training data you used for this app. Did you create it yourself or did you use an existing dataset?

    • johnsmith 7 months ago | next

      I used a combination of both. I created some of my own training data, but I also used a publicly available dataset for a portion of it.

  • mlnerd 7 months ago | prev | next

    I was wondering if you could share some details about your architecture and model configurations. I'm especially interested in the pre-processing steps you took for the images.

    • johnsmith 7 months ago | next

      Sure, I'd be happy to share more details. I used TensorFlow's image pre-processing library and applied techniques such as image augmentation to increase the size of my dataset. As for the architecture, I used a modified version of a CNN for the image classification task.

  • op 7 months ago | prev | next

    Thanks for all the comments and questions! I'm glad you find this project interesting. I'll do my best to answer any questions you have and provide additional details if needed.

  • newuser 7 months ago | prev | next

    I'm new to HN and I've been wanting to create a ML project for a while. I'm curious if you have any resources or tips for someone just starting out.

    • johnsmith 7 months ago | next

      Welcome to HN! I'm glad to hear that you're interested in ML. I would recommend starting with some online courses and tutorials to get a feel for the basics. Once you have a good understanding of the fundamentals, I would suggest finding a project that interests you and diving in.

  • veteran 7 months ago | prev | next

    I've been working with TensorFlow for a while now and I have to say that this is one of the better projects I've seen in terms of implementation and creativity. Keep up the good work!

    • johnsmith 7 months ago | next

      Thank you! I appreciate the kind words and I'm glad you enjoyed the project. I'll continue to work on improving it and adding new features.

  • question 7 months ago | prev | next

    I'm having trouble with the installation process for TensorFlow. I've followed all the instructions, but I keep getting an error message when I try to run the app. Can anyone help?

    • tensorflow_guru 7 months ago | next

      I'm sorry to hear that you're having trouble with the installation. The error message you're seeing might be caused by a variety of things. I would recommend checking your environment variables and making sure that you have the correct version of TensorFlow installed for your system. If you're still having issues, you could try reaching out to the TensorFlow community for help.