Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
1–10 of 51 posts
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#2Very nice concept. This has the potential to be a great teach / prototyping tool
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#3That's really great ! I had a look to the available models and played a bit with evaluating canvas and that's very nice !
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#4What is the tech stack used for the website/app? Looks great btw.
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#5This is really well done.
I've got to mention two missing features that I find important:
1 - help popups: it will be nice if terms had a small help icon that can display a little context on hover/press (that's a quick win, makes unknown things usable, much easier to implement than a full manual/interactive tutorial)
2 - social login / email-only login: you are missing sign-ups (I hate having more passwords).
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#6Really awesome and will be super helpful as a teaching aide for ML/Deep learning classes!
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#7Awesome work. Now make it emit keras/tf/torch code!
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#8I'm not a machine learning engineer, so I'll ask the dumb question: why is visualizing this flow important? What's the benefit?
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#9I'm not a machine learning engineer, so I'll ask the dumb question: why is visualizing this flow important? What's the benefit?
If by flow you mean the tensor sizes in different layers, that's a huge help for debugging, or when rewriting the net in a another framework. For debugging, you're otherwise stuck with opaque (for beginners) messages about tensor dimensions not matching. Visualizing makes the mismatches obvious, so it's common to draw the tensor sizes on paper, exactly what that visualization does.
Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser
#10Awesome work. Now make it emit keras/tf/torch code!
Had the same idea; opened a "feature request" here:
https://github.com/m4nuC/aifiddle-issues/issues/6
Not sure how easy it will be to support all the types of layers on all platforms, but I think if target is Keras/PyTorch already going to be kick ass...