richliao / sketchtoface

Pix2Pix Image translation using conditional generative adversarial network - sketch to face

My ultimate bookmark!

##work environment setup## Deep learning setup

latest AMI - Nov 2016

OpenCV setup for conda

tensorflow installation with cuda 8

floydhub - deep learning setup

Deep learning hardware setup plus Raspi Pi

Caffe setup in Mac - hard

I have spent few days on Caffe and this is the only post work on my Mac

##Papers## SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth

##General Blog Github##

character level Hierachical convolutional LSTM network implementation Hierachical Keras implementation

Deep Language Modeling for Question Answering using Keras Attentional LSTM Keras example - inherit from LSTM class

Google Net - Inception V1 by Joelouis Martino Moving from Caffe to Keras

GAN training hack starter from "How to Train a GAN?" at NIPS2016

Alex Jung paper summary section

Great general blog covers PyTorch, Conditional VAE, Wesserstein VAE

##Style transfer, super resolution, image sythesize## spin off the link here

##Image fashion Search## Inception based Visual search by AKSHAYUBHAT

deep fashion landmark detection

TiefVision - End-to-end deep learning image-similarity search engine

##Chat bot## Chat blot pretrained with Reddit responses - tensorflow based

##Image processing## open cv tutorial

##Reddit/MachineLearning:##

why we need drop out Nice discussion and a collection of papers

##Talk and presentation## Russ Salakhutdinov - Slides from my tutorial on Deep Unsupervised Learning

Iyan Goodfellow Nips workshop - GAN and Generative model

##Dataset## Columbia big data link

sketchtoface's Issues

Argument List

first of all, congratulations on your work. I've downloaded everything, I want to run it, but I'm having trouble with the arguments. Would you mind giving me a sample list of arguments? I know I have to build it for my own needs. But once I can make it work, I can make changes on myself. I'm very new to these issues. Thank you in advance...

TypeError: __init__() got multiple values for keyword argument 'dtype'

Traceback (most recent call last):
File "pix2pix.py", line 699, in
main()
File "pix2pix.py", line 533, in main
model = create_model(examples.inputs, examples.targets)
File "pix2pix.py", line 399, in create_model
outputs = create_generator(inputs, out_channels)
File "pix2pix.py", line 325, in create_generator
output = batchnorm(convolved)
File "pix2pix.py", line 92, in batchnorm
offset = tf.get_variable("offset", [channels], dtype=tf.float32, initializer=tf.zeros_initializer)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 988, in get_variable
custom_getter=custom_getter)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 890, in get_variable
custom_getter=custom_getter)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 348, in get_variable
validate_shape=validate_shape)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 333, in _true_getter
caching_device=caching_device, validate_shape=validate_shape)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 684, in _get_single_variable
validate_shape=validate_shape)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variables.py", line 226, in init
expected_shape=expected_shape)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variables.py", line 303, in _init_from_args
initial_value(), name="initial_value", dtype=dtype)
File "/Library/Python/2.7/site-packages/tensorflow/python/ops/variable_scope.py", line 673, in
shape.as_list(), dtype=dtype, partition_info=partition_info)
TypeError: init() got multiple values for keyword argument 'dtype'