carpedm20/DCGAN-tensorflow

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A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Stars: 7.2k
Forks: 2.6k
Open beginner issues: 0
Indexed issues: 182

Dominant language: JavaScript
License: MIT
Last GitHub push: Sep 30, 2020
Latest indexed: Sep 14, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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182 open issues indexed

Load Failure around Checkpoint Reading Open

carpedm20/DCGAN-tensorflow#20 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to create your own dataset? Open

carpedm20/DCGAN-tensorflow#32 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
the training loss is normal? Open

carpedm20/DCGAN-tensorflow#34 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
What can one do with an existing model? Open

carpedm20/DCGAN-tensorflow#37 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Trouble getting the mnist example to converge Open

carpedm20/DCGAN-tensorflow#55 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
own dataset: Shapes (64, 4, 4, 256) and (64, 3, 3, 256) are not compatible Open

help wanted

carpedm20/DCGAN-tensorflow#79 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
generate specified picture not successful Open

carpedm20/DCGAN-tensorflow#85 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
TypeError and ValueError during training with downloaded dataset and my own dataset Open

carpedm20/DCGAN-tensorflow#91 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
wrong size of test_arange images when generating with an existing model Open

carpedm20/DCGAN-tensorflow#93 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
train_* files not generated while training on my own data Open

carpedm20/DCGAN-tensorflow#100 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Got error using my own data Open

carpedm20/DCGAN-tensorflow#102 · 12 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
is_crop option has wrong help text Open

carpedm20/DCGAN-tensorflow#103 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
g_loss consistently close to zero while training with my own data Open

carpedm20/DCGAN-tensorflow#105 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Update G twice with same mini batch Open

carpedm20/DCGAN-tensorflow#106 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Running is_train on celebA throws the error: 'Tshape' not in list of allowed values: int32, int64 Open

carpedm20/DCGAN-tensorflow#108 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Checkpoint error with --is_train on celebA dataset Open

carpedm20/DCGAN-tensorflow#110 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
About the G loss Open

carpedm20/DCGAN-tensorflow#112 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Training using celebA dataset fails with error: Type mismatch: expected int32, got float Open

carpedm20/DCGAN-tensorflow#123 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error training both celebA and mnist. model.py:[363] Open

bug

carpedm20/DCGAN-tensorflow#125 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Multi-GPU version Open

enhancement help wanted

carpedm20/DCGAN-tensorflow#127 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
This training command is not work。 Open

carpedm20/DCGAN-tensorflow#128 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is it normal to obtain almost the same testing images for celebA? Open

carpedm20/DCGAN-tensorflow#133 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
test---------.png Open

carpedm20/DCGAN-tensorflow#136 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Other options for sample output Open

carpedm20/DCGAN-tensorflow#137 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
two questions Open

carpedm20/DCGAN-tensorflow#138 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Generated samples are very bad Open

help wanted

carpedm20/DCGAN-tensorflow#139 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Generation of new images; values of option parameter Open

carpedm20/DCGAN-tensorflow#141 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Change batch_size Open

carpedm20/DCGAN-tensorflow#142 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
train model and test model also encounter the problem free(): invalid next size Open

carpedm20/DCGAN-tensorflow#143 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
visualization of filters in generator Open

carpedm20/DCGAN-tensorflow#146 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to perform Vector Arithmetic of face images Open

carpedm20/DCGAN-tensorflow#147 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Generated samples are not as good as samples created while training Open

carpedm20/DCGAN-tensorflow#159 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to use the z-vectors? Open

carpedm20/DCGAN-tensorflow#160 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Trained model Open

carpedm20/DCGAN-tensorflow#161 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ValueError: could not broadcast input array from shape (96,96,4) into shape (96,96) Open

carpedm20/DCGAN-tensorflow#162 · 27 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Use tanh instead of sigmoid in the generator Open

carpedm20/DCGAN-tensorflow#163 · 0 comments · 4 reactions · 0 assignees · Indexed Sep 14, 2026
help on several parameters parameters Open

carpedm20/DCGAN-tensorflow#166 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
The IndexError: from training MNIST data... Open

carpedm20/DCGAN-tensorflow#168 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
unable to checkout working tree Open

carpedm20/DCGAN-tensorflow#169 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Problem while testing Open

carpedm20/DCGAN-tensorflow#170 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to input new testing set to the trained discriminator Open

carpedm20/DCGAN-tensorflow#171 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can not start training , no images found Open

carpedm20/DCGAN-tensorflow#172 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ValueError: Cannot feed value of shape (64, 80, 512) for Tensor 'real_images:0', which has shape '(64, 80, 512, 512)' Open

carpedm20/DCGAN-tensorflow#174 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Training on 14 epoch? Open

carpedm20/DCGAN-tensorflow#175 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
download.py keeps getting stuck Open

carpedm20/DCGAN-tensorflow#177 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
The Model is unstable Open

carpedm20/DCGAN-tensorflow#179 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Where to find the results generated? Open

carpedm20/DCGAN-tensorflow#180 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
CelebA generated images are all red. Open

carpedm20/DCGAN-tensorflow#182 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Generate more number of images Open

carpedm20/DCGAN-tensorflow#183 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can I change the input (I don't want to use noise)? Open

carpedm20/DCGAN-tensorflow#185 · 2 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026

carpedm20/DCGAN-tensorflow

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