Siraj Raval
This video will get you up and running with your first AI Artist using the deep learning library Keras!
The code for this video is here:
https://github.com/llSourcell/AI_Artist
I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/
Here’s the initial Google DeepDream blog post:
http://googleresearch.blogspot.com/2015/06/inceptionism-going-deeper-into-neural.html
A Deepdream web app:
https://dreamscopeapp.com/
The Neural Style Paper:
http://arxiv.org/pdf/1508.06576v2.pdf
Some great info on convolutional neural networks:
http://colah.github.io/posts/2014-07-Conv-Nets-Modular/
You should train this baby in the cloud using AWS. See ML for Hackers #4 for a tutorial on how to use AWS:
https://www.youtube.com/watch?v=eKmIVU8EUbw
This person went ahead and made a web app so you don’t even have to compile the code to try this out:
https://deepart.io/
I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I’m doing this full time now.
I recently created a Patreon page. If you like my videos, feel free to help support my effort here!:
https://www.patreon.com/user?ty=h&u=3191693
Much more to come so please subscribe, like, and comment.
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Source
It's an interesting video but you really talk too fast
How does this video not get a GAZILLION views is beyond me! The more I think about the idea of machine learning the more it fascinates me. Man you are onto something here. keep up the good work.
People may have a problem with the PACE of the video here. Personally I think it is satisfactory and absolutely fine, You shouldn't have to slow down for anybody when you are in the MODE! 🙂
Traceback (most recent call last):
File "Network.py", line 237, in <module>
load_weights(weights_path, model)
File "Network.py", line 63, in load_weights
model.layers[k].set_weights(weights)
File "/home/sabretooth/anaconda2/lib/python2.7/site-packages/keras/engine/topology.py", line 889, in set_weights
'provided weight shape ' + str(w.shape))
Exception: Layer weight shape (3, 3, 512, 64) not compatible with provided weight shape (64, 3, 3, 3)
I am facing this problem. Please give me any suggestions.. Thanks in advance.
Exception: Layer weight shape (3, 3, 512, 64) not compatible with provided weight shape (64, 3, 3, 3)
I am getting this error. Please tell me where the problem is. Is it with the image files or the VGGfile or keras library.?
I love the word concatenated!
Is there a easy way to run this? Confused on how to run this with virtualenv or on the desktop. Please help lol
Thanks man!! your videos are awesome keep up the good work
So… Prisma?
The code on execution is stuck in iteration 1 only after 1 hour also and it takes 100% of CPU resource. Please Help. Im running it on a CPU only and not GPU.
Hi, Im getting attribute error in Zeropadding2D layer. It says that
there is no function called set_input for ZeroPadding2D layer. Please
Help!
Siraj, great way of teaching, loving the style and energy! Keep it up, I can see a really popular extensive channel forming in the near future 🙂
Hey raj, whats the name of that video using deepdream? Btw, love your videos, keep the good vibe 😀
the building at 0:40 has a very er, exceptional shape…
I love your videos. how did you learn AI
Could this also be done with Tensorflow?
I know that 5 minute videos are most popular on youtube, but please … can barely follow.
They are only usable for an entertaining showcase to have an overview, but they don´t function as tutorials.
Which method can you propose me, to learn quicker and understand the fundamental, i am getting started in python programmation
I am subscribing.
cant use first_layer.set_input(…)
any ideas??
Thank you very much for this and all of your videos! 🙂
This is the best youtube-channel i have ever found.
How did you not enslave the world with your skills yet?
Man!! You are awesome!!
why don't you stick with a single library…
You have a different python library in every video..
most epic intro xD
Hey Siraj, I'm getting an error saying the tuple index is out of range
what should I do?
How do you manage to make so many great memes? That is the true value proposition 😉
bro your content is intimidating but we can barely follow your tutorials. it's kind of very fast. I suggest you must do long video with quite more explanation about how code is actually working. you have the best knowledge about machine learning hence we expect a lot from you in upcoming future. thanks.
deepdream was just the tip of the icebergin ML, and that google is probably hoarding a ton of more useful code.
HOW DOES THIS GUY NOT HAVE MORE VIEW!?!?!?!?!
Although it's cool that you could do that. The thing is there isn't really a need to automate that ,since art is simply expressing your emotions. The whole point of automation is to allow people to go pursue and do their hobbies ,while a emotionless machine does the dirty work for them.
0:05: Does it looks like what it looks like?
What is the reasoning behind the doubling of layer depth for each block? As in at 3:57 it goes 64, 128, 256? What advantage does this have over say, making them all the same?
Hello Siraj. I love your video and the way you share your knowledge. 🙂
Please AI will never be an Artist
https://www.linkedin.com/pulse/art-artificial-intelligence-benoit-de-tarade/
What does the preprocess_image function do or where can I find an implementation for it? I am unable to find this function
Please do help with stepwise explanations, these videos are good but if you do explain in detail will be more helpful for the beginners, thanks for such informative videos.
great video 🙂
At 3:25 the image used for demonstration for pooling layer is Max Pool : )