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 Issues

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"

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?

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!

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)

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.