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darviz-issues's Issues

delete

I am playing around with the interface, but I can't figure out how to delete a component. Because it's an alpha version, I'm not sure if it's not implemented or I'm just missing it.

VGG 19

First of all..

Thank you !!!!!!! for building such an awesome ide to make life simple...

Why aren't the original model with the dropout layers and all is there?(original is original)

like this one

Also after generating the code from the ide it will be much better if the layer retains their name as
implied by the layer..

this

ReLU_2 = Activation('relu', name = 'ReLU.7e9f24ad')(Convolution2D_1)

to

ReLU_2 = Activation('relu', name = 'ReLU_2')(Convolution2D_1) (removed the hash_id)

I know its not necessary but it will help in tensorboard while visualisation..

Superresolution

If I am correct, DARVIZ is used for classification tasks.
How to use this tool for a super-resolution task?

Cannot import name SigmoidCrossEntropyLoss

Hi, when i tried to run the MNIST tutorial from TensorFlow, I had this issue " File "Keras.py", line 14, in
from keras.layers import SigmoidCrossEntropyLoss, Activation, Input
ImportError: cannot import name SigmoidCrossEntropyLoss"

ImageData nodes cannot be saved, Create SourceCode does not work

Error1:
Every time I try to save an ImageData node and use a "Pre-exisiting" model (yes that typo is there as well...) such as MINIST, CIFAR10 or others, the node will NOT be saved but it will switch back to Datasource: "Create New".
So I cannot run any model.

Error2:
Also when I try to "Create Source Code" it just tells me to
"Please create a design model to be able to create a job." (well I already did before...)

Question:
Also if I export a model to a model.dz I get a file but I have no idea what to do with it from there. What do I do with it?

Please OPEN SOURCE DARVIZ IDE on github so that we can contribute , extend it and develop it further

Please Open Source DARVIZ IDE on github so that we can contribute , extend it and develop it further. Since it runs on Node-RED and Node.js and currently uses Keras to support /wrap/abstract Tensorflow, Theano and Caffe as a backend. We love it but without it being Open Sourced then very few developers will participate and such novel idea will just die . I don't want it to die but i want to promote it because it brings developers together to extend it. I am Tinkerer and i like to develop and code various AI models but i believe we can quickly extend and contribute to Darviz IDE for a much Larger adoption.

Google made a smart move and out sourced Tensorflow and look how quickly it was adopted by developers and list goes on, Keras , Caffe , MXNet , and others.

The Mantra for developers in this century is colloboration using Open Source. or risk a good idea just dying very quickly .

Pytorch

Do you have plans to support pytorch. It might be a good idea as Pytorch is gaining popularity in DL very rapidly.

Consider the Use Case Where You Wish to Use Darviz to Design NN for Own Data

In preparation for using Darviz as a design tool for NN's to be processed in Keras/TF on my own data sets I generated Keras Code with the MNIST Example from your site with Model A. I then loaded it to my Ubuntu Docker Instance of Keras/TF and attempted to edit the code to take the MNIST image from Keras itself.
I would like to use Darviz as a tool to design efficient NN's but incorporate calculations on my own data sets. What would you recommend as the best approach and how can I best get Keras code to be edited for my own data sets and formats stored on the machine running compilation to Tensorflow?

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