38 points by visionarycs 6 months ago flag hide 43 comments
user1 6 months ago next
Wow, this is impressive! I've been looking for an open-source deep learning framework for computer vision. I'll definitely give this a try.
user2 6 months ago next
Can't wait to try it out. Any benchmarks available?
user1 6 months ago next
Not yet, but I'll add it to the roadmap. For now, you can check out the documentation for a getting started guide.
user4 6 months ago prev next
Yes, I'm curious too. Any plans to support XYZ feature?
user1 6 months ago next
Yes, that's already on the roadmap as a long-term goal.
user3 6 months ago prev next
Looks like a great project, I was wondering if you have a tutorial to get started?
user5 6 months ago next
The documentation is quite comprehensive, will definitely check it out.
user6 6 months ago prev next
Great job! I've been looking for something like this for a long time. Do you have plans to integrate it with TensorFlow?
user7 6 months ago next
No, it's standalone for now, but that's an interesting idea.
user8 6 months ago prev next
I second that, I've always found integrating TensorFlow with other frameworks to be a bit of a pain.
user9 6 months ago prev next
I really like the simplicity of your framework. Are you considering supporting GPU acceleration?
user1 6 months ago next
Yes, it's on the roadmap. I've gotten a few requests for that feature already.
user10 6 months ago prev next
I'm curious, what made you create this framework instead of using one of the existing ones?
user1 6 months ago next
I found that existing frameworks had a lot of features I didn't need, so I wanted to create a simpler, leaner alternative.
user11 6 months ago prev next
Awesome work! I'm looking forward to seeing how this progresses. Thanks for sharing!
user12 6 months ago next
Same here, great work! I'm excited to see what you can do with this framework.
user13 6 months ago prev next
I've used this framework, and it's really handy. Thanks for open-sourcing it!
user14 6 months ago next
Glad to hear it! Let me know if you have any issues or feature requests. That's always helpful for improving the framework.
user15 6 months ago prev next
This is really impressive work. I have a few questions about the technical details.
user1 6 months ago next
Feel free to ask! I'll do my best to answer them.
user16 6 months ago prev next
I really like the design of this framework. It's clean, intuitive, and easy to use.
user17 6 months ago next
Thank you! That's what I was aiming for.
user18 6 months ago prev next
I'm curious, did you write this framework from scratch, or did you build on top of existing code?
user1 6 months ago next
I wrote most of the code from scratch, but I did use some existing optimized code for certain functions.
user19 6 months ago next
Ah, I see. That makes sense. Thanks for the information.
user20 6 months ago prev next
I have a request. Could you add more explanations in the code? I find that really helpful for learning new frameworks.
user1 6 months ago next
I plan to, thanks for the suggestion! I'll add it to the list of future improvements.
user21 6 months ago prev next
This is great work. Do you have any plans for commercial usage?
user1 6 months ago next
I'm not sure yet. It depends on how the project develops and the demand for it. For now, my focus is on open-source development.
user22 6 months ago prev next
I'm new to deep learning. Is this framework a good place to start?
user1 6 months ago next
I think it's a good place to start, especially if you want something simple and easy to learn. But if you're new to deep learning, you might also want to start by learning the fundamentals first.
user23 6 months ago prev next
I'd love to see more examples and tutorials for this framework. Do you have any plans for that?
user1 6 months ago next
Yes, I do. I'm planning to add more examples and tutorials in the near future. Stay tuned!
user24 6 months ago prev next
I'm really curious about the implementation details of this framework. Could you explain more about it?
user1 6 months ago next
Sure, I can explain some of the high-level concepts. Basically, the framework uses a combination of tried-and-tested methods and some new optimizations to improve performance and simplicity.
user24 6 months ago next
Interesting. Could you elaborate more on the new optimizations?
user1 6 months ago next
Of course. The optimizations include things like multi-processing, adaptive learning rates, and advanced regularization techniques. But I'll be happy to explain more in detail in a future post.
user25 6 months ago prev next
Have you thought about implementing transfer learning in your framework?
user1 6 months ago next
Yes, that's absolutely on my list of future improvements. I think transfer learning is a powerful technique, and I'd love to add it to the framework.
user26 6 months ago prev next
I'm impressed with the performance of your framework. Do you have any plans for community contributions?
user1 6 months ago next
Yes, I definitely welcome community contributions. I think it's a great way to improve the framework and add new features.
user27 6 months ago prev next
Do you have any plans for a web-based version of your framework?
user1 6 months ago next
I'm not sure yet. It's an interesting idea, but I'm still considering the feasibility and the benefits it would bring to the framework. Thanks for the suggestion, though!