reiinakano

15 ms·

31.
Show HN: Scikit-plot – One-line functions for detailed visualizations – Python(github.com)
6 points by reiinakano 9y ago|0 comments
32.
by reiinakano 9y ago
Yes, most likely. At most they probably tweaked things a little bit for some minor improvements, but the underlying idea and algorithm is very likely the same. Can't confirm this, though. :)
33.
by reiinakano 9y ago
Doesn't support mobile :) Please use desktop (Chrome suggested)
34.
by reiinakano 9y ago
To everyone facing this issue, please leave a comment here with your browser and system specs: https://github.com/reiinakano/fast-style-transfer-deeplearnj...
35.
by reiinakano 9y ago
To everyone facing this issue, please leave a comment here with your browser and system specs: https://github.com/reiinakano/fast-style-transfer-deeplearnj...
36.
by reiinakano 9y ago
Fast Neural Style transfer is a variation of a "regular" Neural Style algorithm. With regular Neural Style, you can do style transfer between any two arbitrary images. The disadvantage is it takes longer so doing it in the browser
37.
by reiinakano 9y ago
Dunno about you, but when I first saw some of the results, I was amazed. Here are a few more examples: https://github.com/jcjohnson/fast-neural-style https://github.com/lengstrom/fast-style-transfe
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by reiinakano 9y ago
Copying from nature with tiny little variations I guess?
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by reiinakano 9y ago
How much do you take? Do you think this is enough for any number of possible use cases in the future e.g. multiple diseases, experimental treatments, etc. Is there a real possibility of running out of banked stem cells?
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by reiinakano 9y ago
What are the options for someone living in another country?
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by reiinakano 9y ago
Stupid question: Is CloudFlare free for CDN purposes? Right now I'm serving everything from Github Pages. I don't expect there to be much traffic after this initial HN spike dies down, so if it isn't free, it won't be wo
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by reiinakano 9y ago
Ah, that makes sense. Thanks a lot for the detailed explanation!
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by reiinakano 9y ago
Didn't really use any of their code. I reimplemented their model in a new library called deeplearn.JS. If the issue is indeed with the library, there's little I can do. I will still try to find what the issue is but can't mak
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by reiinakano 9y ago
I was able to stylize it fine. Maybe refresh and try again with a smaller size?
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by reiinakano 9y ago
These definitely look wrong. Unfortunately, it's super hard to debug since I can't reproduce. :( My only advice I guess is to try it on a different machine when you have one available. Sorry, if this is a problem with the library
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by reiinakano 9y ago
You're lengstrom from Github! I must let you know your models are exactly what I used! I don't have a beefy GPU so I was forced to use what you already had, haha. For everyone reading, these guys coded up the neural network I used
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by reiinakano 9y ago
Ahh I see, these are some resources that should help you. The original Neural Style Transfer paper should help you understand the loss functions involved: https://arxiv.org/abs/1508.06576 The paper introducing Real-Tim
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by reiinakano 9y ago
I guess this is Github's issue then? Things should settle down in a few days, it might just be having trouble with the HN traffic. I'm not very well versed with the web, what does 'bundle.js?<anything>' do? Will ad
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by reiinakano 9y ago
You can see one result in the repository README! :)
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by reiinakano 9y ago
Maybe clear the cache? Sorry not sure how to debug as it's up for me on all my browsers + curl
51.
by reiinakano 9y ago
Fixed now. Sorry!
52.
by reiinakano 9y ago
Fixed now. Sorry!
53.
by reiinakano 9y ago
Things are currently quite inefficient as there are some non-optimized (non-WebGL) calls being made. DeeplearnJS is a new library but once optimized functions are available, I'll update the site. :)
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by reiinakano 9y ago
It is currently VERY slow since there are a lot of non-optimized (non-GPU) calls being made. Once those are implemented in deeplearn.JS, things should run much faster. In fact, one of the creators of deeplearn.JS says it might be feasible t
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by reiinakano 9y ago
Fast Neural Style Transfer works like this: Each style image is actually trained on a neural network outside of the browser (using Python on Tensorflow) for around 6+ hours with a GPU. The output is a neural network that can take any conten
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by reiinakano 9y ago
Works now. Sorry guys. I tried to hotfix something into production and screwed things up. This is a lesson I will not forget... Lol.
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by reiinakano 9y ago
"Upload from file" option not appearing?
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by reiinakano 9y ago
DeeplearnJS does not work on mobile at all unfortunately. It's a new library, they'll get there. :)
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by reiinakano 9y ago
Updated! There should no longer be a problem with Twitter. The way I saved the styled photo was Right click > Save image in Chrome. Thanks for reporting!
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by reiinakano 9y ago
Do you mind trying Chrome? Deeplearn.JS is a new library and there are bound to be weird bugs like this I have no hope of debugging. I believe the most supported version is desktop Chrome.

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