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Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

beta.aifiddle.io

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Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#31

Post by bicubic »

0mbre wrote: post #29
bicubic wrote: post #23

Earlier quoted context omitted.

I'd encourage everyone not to support colab or any other proprietary lock-in platforms. But do as you will.

I see the cons indeed, however I thought it would be really cool to continue training of a promising model in a more capable environment in just a couple of click.

Anyone who is messing around with convolutional networks is almost guaranteed to have anaconda installed. The convenience of a few less clicks in exchange for platform lock-in is exactly the devi's deal that the 3 major cloud providers have started doing.

Think really hard about the implications of enabling them. Do you want a future where Google® Colab™ is the primary way to work with data, where personal computing is dead and replaced by cloud? That's what they are striving for with this strategy.

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#32

Post by kaybe »

0mbre wrote: post #26
amitport wrote: post #5

This 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).

1- Indeed. Part of the vision for AiFiddle is to make a educational tool. 2- Yep fairly easy win too as I am using Cognito for auth. Thanks for the feedback

Yes please! I have no idea what I'm doing (ok only a little), and finally got the dimensions to match and have trainable layers, and now I am informed that 't.slice is not a function'. Hm. Maybe still a dimension problem somewhere.

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#33

Post by 0mbre »

kaybe wrote: post #32
0mbre wrote: post #26

Earlier quoted context omitted.

1- Indeed. Part of the vision for AiFiddle is to make a educational tool. 2- Yep fairly easy win too as I am using Cognito for auth. Thanks for the feedback

Yes please! I have no idea what I'm doing (ok only a little), and finally got the dimensions to match and have trainable layers, and now I am informed that 't.slice is not a function'. Hm. Maybe still a dimension problem somewhere.

might actually be a bug, if you can save the model and send me the URL I will check it out

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#34

Post by kaybe »

0mbre wrote: post #33
kaybe wrote: post #32

Earlier quoted context omitted.

Yes please! I have no idea what I'm doing (ok only a little), and finally got the dimensions to match and have trainable layers, and now I am informed that 't.slice is not a function'. Hm. Maybe still a dimension problem somewhere.

might actually be a bug, if you can save the model and send me the URL I will check it out

As I said, I don't really know what I'm doing.. The editor crashed while I was playing with it, so I remade the model here: (still the same error)

https://editor.aifiddle.io/models/cloud/9f33d272-5aab-40eb-8...

Maybe the last reshape is not actually legal since it reduces the number of values?

edit: Yes, I think that's it. Using Dense instead works.

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#36

Post by 0mbre »

kaybe wrote: post #34
0mbre wrote: post #33

Earlier quoted context omitted.

might actually be a bug, if you can save the model and send me the URL I will check it out

As I said, I don't really know what I'm doing.. The editor crashed while I was playing with it, so I remade the model here: (still the same error) https://editor.aifiddle.io/models/cloud/9f33d272-5aab-40eb-8... Maybe the last reshape is not actually legal since it reduces the number of values? edit: Yes, I think that's it. Using Dense instead works.

Yes looks like it. I make a note to handle that more gracefully

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#38

Post by 0mbre »

syntaxing wrote: post #37

This is super awesome! Being able to export this to colab would be amazing. I'm really looking forward to this feature! Are you willing to share which web framework you used to build your site?

Thanks! The frontend is made with React and Typescript, backend is AWS serverless

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#39

Post by syntaxing »

0mbre wrote: post #38
syntaxing wrote: post #37

This is super awesome! Being able to export this to colab would be amazing. I'm really looking forward to this feature! Are you willing to share which web framework you used to build your site?

Thanks! The frontend is made with React and Typescript, backend is AWS serverless

Thank you for the information! I've been wanting to deploy a proof of concept webapp (mainly for my portfolio) using Amazon's Sagemaker but my website building skills is pretty limited besides using something like Jekyll. Do you have any recommendations on an upper level web framework?

Re: Show HN: Deep Learning GUI to Create, Train and Visualize Models in a Browser

#40

Post by WhiteNoiz3 »

Cool, project - I really believe that we need more visual tools for building and debugging neural nets.

I had a hard time figuring out how to delete a layer (the icons on the left are REALLY tiny and not obvious). Maybe adding a trash can in the graph once you've selected it would be more intuitive (heck maybe add all those icons there too).

Also, it would be great if it automatically created 'reshape' layers for you depending on what you're trying to connect or at least suggest them when you try to make a connection that doesn't fit. If I'm going to use a WYSIWG, it should make things easier for you than if you coded it by hand. When I'm doing AI stuff I find a really big portion of my time is just trying to figure out the right sizes / strides / padding etc at a given point in the graph. I feel like this would be way easier if it's automatically visualized for me or if intelligent suggestions are offered.

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