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Easy to configure Python program that make use of Google's DeepDream.

Home Page: https://deepdreamer.fq.nz/

License: GNU General Public License v3.0

Python 100.00%

ai deepdream python art artificial-intelligence hacktoberfest

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Installer for GNU/Linux & BSD machines

This could be a bash script, which checks for required 3rd party requirements and try to install them if they are not present.

--list-layers is required

Hi @kesara,

I pulled your changes and now when I try to run python deepdreamer.py [IMG] I get this error:

deepdreamer.py: error: one of the arguments image --list-layers is required

I don't know much about argument parsing, but is there a way to set a default?

Installer for OSX/MacOS

This could be a bash script, which checks for required 3rd party requirements and try to install them if they are not present.

Numpy update might have broken the gif making command

Using the gif argument now returns "Error: only integer scalar arrays can be converted to a scalar index"

This might be something to do with how Numpy is handling np.float32 now.

KeyError

When I run it using the bvlc_googlenet (sha5: 405fc5acd08a3bb12de8ee5e23a96bec22f08204), I get the following:

Traceback (most recent call last):
  File "deepdreamer.py", line 110, in <module>
    main()
  File "deepdreamer.py", line 105, in main
    raise e
  File "deepdreamer.py", line 102, in main
    duration=args.duration, loop=loop, gpu=gpu, gpuid=args.gpuid)
  File "/home/rick/projects/meredith_animal_dreams/deepdreamer/deepdreamer/deepdreamer.py", line 180, in deepdream
    octave_scale=octave_scale, end=end, clip=clip)
  File "/home/rick/projects/meredith_animal_dreams/deepdreamer/deepdreamer/deepdreamer.py", line 104, in _deepdream
    _make_step(net, end=end, clip=clip, **step_params)
  File "/home/rick/projects/meredith_animal_dreams/deepdreamer/deepdreamer/deepdreamer.py", line 57, in _make_step
    dst = net.blobs[end]
KeyError: 'inception_4c/output

This same issue arose when trying to use Google's original notebook, so I think perhaps it is an issue with the bvlc_googlenet file.

Feature request: verbose outputs

Two flags, one which prints out which layer is being worked on (right now it only prints out which dream iteration). The other which saves the output of every individual layer during a dream.

ImportError: No module named images2gif - Ubuntu 16.04 Python 2.7

Issue I have gotten but cant figure out how to get around.. I did pip install images2gif

gateway@gateway-evil:~/work/deepdreamer$ python2.7 deepdreamer.py --gif true image.jpg
Traceback (most recent call last):
  File "deepdreamer.py", line 9, in <module>
    from deepdreamer.deepdreamer import deepdream, deepdream_video, list_layers
  File "/home/gateway/work/deepdreamer/deepdreamer/deepdreamer.py", line 12, in <module>
    from deepdreamer.images2gif import writeGif
ImportError: No module named images2gif

Wanted to make sure I had the module.

Python 2.7.12 (default, Nov 12 2018, 14:36:49) 
[GCC 5.4.0 20160609] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> import subprocess
>>> 
>>> import sys
>>> 
>>> 
>>> 
>>> reqs = subprocess.check_output([sys.executable, '-m', 'pip', 'freeze'])
>>> 
>>> installed_packages = [r.decode().split('==')[0] for r in reqs.split()]
>>> 
>>> print(installed_packages)
[u'adium-theme-ubuntu', u'backports.functools-lru-cache', u'backports.shutil-get-terminal-size', u'cycler', u'Cython', u'decorator', u'dnspython', u'enum34', u'gyp', u'h5py', u'images2gif', u'images2gif-Pillow', u'ipython', u'ipython-genutils', u'kiwisolver', u'leveldb', u'matplotlib', u'networkx', u'nose', u'numpy', u'pandas', u'pathlib2', u'pexpect', u'pickleshare', u'Pillow', u'prompt-toolkit', u'protobuf', u'ptyprocess', u'pycrypto', u'pycurl', u'Pygments', u'pyparsing', u'Pyste', u'python-apt', u'python-dateutil', u'python-gflags', u'pytz', u'PyYAML', u'scandir', u'scikit-image', u'scipy', u'simplegeneric', u'six', u'subprocess32', u'traitlets', u'unity-lens-photos', u'wcwidth']
>>>

notice u'images2gif is listed.

any suggestions?

merge with DeepDreamAnim?

Hey @kesara there's a pretty sweet project at samim23/DeepDreamAnim which wouldn't be hard to merge into this project. What do you think?

Unit tests for deepdreamer

Create set of unit tests for deepdreamer.

Error: Could not open file deploy.prototxt

user@user-VirtualBox:~/deepdream$ python deepdreamer.py winter_1024.jpg --octaves 9 --itern 20 --layers inception_5b/3x3 --network bvlc_googlenet
Error: Could not open file deploy.prototxt
user@user-VirtualBox:~/deepdream$ python deepdreamer.py winter_1024.jpg --octaves 9 --itern 20 --layers inception_5b/3x3
Error: Could not open file deploy.prototxt

How do I fix this?

ImportError: No module named caffe

So I trained a Googlenet model and now I am trying to run your code with my model.

But I get this error:

ImportError: No module named _caffe

ImportError: No module named caffe

Even on a VM where I had your project working previously, I still get this error. Nothing seems to fix it. I'm literally going crazy because nothing seems to fix this error, which also exists on everything I try.

deploy.prototxt error

I get the following error when running:

[libprotobuf ERROR google/protobuf/text_format.cc:245] Error parsing text-format caffe.NetParameter: 7:15: Message type "caffe.LayerParameter" has no field named "input_param".
WARNING: Logging before InitGoogleLogging() is written to STDERR
F0502 18:42:02.591785 20844 upgrade_proto.cpp:928] Check failed: ReadProtoFromTextFile(param_file, param) Failed to parse NetParameter file: deploy.prototxt
*** Check failure stack trace: ***

I added force_backward: true to deploy.prototxt but to no avail. Any ideas?

Maybe start using caffe with gpu?

just replace

from caffe import Classifier

with

import caffe

and

net = Classifier

with

net = caffe.Classifier

and add

caffe.set_mode_gpu()
caffe.set_device(0)

before

img_pool = [img_path,]

to start using GPU 0

Installer for Windows OS

I guess we can use something like NSIS (Nullsoft Scriptable Install System) to checks for required 3rd party requirements and try to install them if they are not present.

Generating GIF: Error: only integer scalar arrays can be converted to a scalar index

Current master raises this error when I execute this command:

$ python3 deepdreamer.py --gpuid 0 --gif true deepdreamer/demo1.jpg
...
Dream 97 saved.
Dream 98 saved.
Dream 99 saved.
Creating gif...
Error: only integer scalar arrays can be converted to a scalar index

The images are generated fine.

Error on classifier import

Hi I'm getting this error after installing all dependencies:

File "deepdreamer.py", line 11, in
from caffe import Classifier, set_device, set_mode_gpu
ImportError: cannot import name 'Classifier'

kesara / deepdreamer Goto Github PK

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