Search: Keyword(s): neural style transfer explained

Image display issue, Neural Style Transfer

I am attempting to read in my own images in python following the tensorflow Neural Style Transfer tutorial and when displaying them they look nothing like the original image. Can someone please exp...

How does backpropagation changes pixels (input data) in neural style transfer?

I am quite new to machine learning and I want to understand Neural Style Transfer better, but I feel I'm missing something. As far as I know Backpropagation updates weights, not inputs. The genera...

Style Transfer in CoreML

I would like to use style transfer (example) in CoreML. Since CoreML support converting Keras my first thought was to convert one of their samples like this one or this one but it seems there's few...

keras style transfer example has an unexplained constant

I am following along the keras example for neural style transfer and in the style loss function they divide by the number 4, I have read the original paper by Gatys et al. and other articles in sea...

Transfer Learning for Vanilla Neural Network

Is it possible to do transfer learning for vanilla neural network? I meant vanilla neural network as classic classification prediction such as whether the transaction is a fraud, the employee may q...

Reconstruct input image from feature maps for Neural Style transfer

I am working on Neural Style Transfer using VGG19 model. I am trying to follow the paper: A Neural Algorithm of Artistic Style (https://arxiv.org/pdf/1508.06576.pdf) and trying to reconstruct the i...

style transfer implementation tensorflow

Here, I read some tensorflow implementation of style transfer. Specifically, it defines the loss which is then to be optimized. In one loss function, it says: ` def sum_style_losses(sess, net,

Neural style transfer using python iterable error?

I am trying to implement the Neural style transfer example in pycharm. Link https://www.tensorflow.org/beta/tutorials/generative/style_transfer#setup. I installed all of the needed cuda software an...

Style transfer in Tensorflow: OOM when allocating tensor

I have been trying to run this Tensorflow style transfer implementation - https://github.com/anishathalye/neural-style on Windows (the GPU version), but I am getting this error: ResourceExhauste...

Transfer function of neural network

I used torch7 building a 3 hidden layers neural network to handle a classification problem (3 classes.). But I am confused about what transfer function to use and how to use them. Below is the str...