Coder Social home page Coder Social logo

fullfanta / multimodal_transfer Goto Github PK

View Code? Open in Web Editor NEW
34.0 3.0 9.0 82.11 MB

tensorflow implementation of 'Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer'

Python 98.87% Shell 1.13%
tensorflow resolution style-transfer

multimodal_transfer's People

Contributors

fullfanta avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

multimodal_transfer's Issues

google.protobuf.message.DecodeError: Error parsing message with type 'tensorflow.GraphDef'

I was training the model and saved it, now I am trying to load but unable to do. I have seen in the previous posts as well, but reference links are not working.

Code snippet:

#load model

with tf.io.gfile.GFile(args.model, "rb") as f:
    graph_def = tf.compat.v1.GraphDef()
    graph_def.ParseFromString(f.read())

# with tf.Graph().as_default() as graph:
generated_image_1, generated_image_2, generated_image_3, = tf.graph_util.import_graph_def(
        graph_def, 
        input_map={'input_image' : input_tensor, 'short_edge_1' : short_edge_1, 'short_edge_2' : short_edge_2, 'short_edge_3' : short_edge_3}, 
        return_elements=['style_subnet/conv-block/resize_conv_1/output:0', 'enhance_subnet/resize_conv_1/output:0', 'refine_subnet/resize_conv_1/output:0'],  
        producer_op_list=None
    )

Error

Traceback (most recent call last):

  File "stylize.py", line 97, in <module>
    main()
  File "stylize.py", line 57, in main
    graph_def.ParseFromString(f.read())
google.protobuf.message.DecodeError: Error parsing message with type 'tensorflow.GraphDef'

Note: If need more information about this, will sure post add it here. Let me know

node 'Placeholder' in input_map does not exist in graph

Traceback (most recent call last):
  File "stylize.py", line 86, in <module>
    main()
  File "stylize.py", line 54, in main
    producer_op_list=None
  File "C:\Users\shubham\myenv\lib\site-packages\tensorflow_core\python\util\deprecation.py", line 507, in new_func
    return func(*args, **kwargs)
  File "C:\Users\shubham\myenv\lib\site-packages\tensorflow_core\python\framework\importer.py", line 405, in import_graph_def
    producer_op_list=producer_op_list)
  File "C:\Users\shubham\myenv\lib\site-packages\tensorflow_core\python\framework\importer.py", line 505, in _import_graph_def_internal
    raise ValueError(str(e))
ValueError: node 'Placeholder' in input_map does not exist in graph (input_map entry: input_image:0->Placeholder:0)

Exception loading graph

Hi wanted to try this algorithm to see results on large images.

Running into the following exception when loading the graph:

ValueError: Tensor("Placeholder:0", shape=(1, 1200, 630, 3), dtype=float32) must be from the same graph as name: "style_subnet/Shape_1"

style problem

Hi, I try to run your code, found there will be 3 images output (256,512,1024), are they Singular Transfer result, how can I get Multimodal Transfer result as your paper said
THank you!

trainging time

hi,i just wonder how long does it take to complete a training session.I want to check my code against reference training time.so it would be nice if you could tell me how much time the CPU and GPU take respectively.thanks a lot!

How to get training images of 1024x1024?

In the paper, training images of 512x512 are resized from those w,h>=480 in MSCOCO, but how to get 1024x1024 since there is no that high resolution in MSCOCO?

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.