mit-han-lab/data-efficient-gans issues and pull requests

#105 - Running on Apple M1/M2/M3 chips

Issue - State: open - Opened by alisonpeard about 1 month ago

#104 - How can we train diffaugment-styleGAN2 on our own dataset

Issue - State: open - Opened by Anubhavrajak 10 months ago

#103 - Object segmentation pipeline

Pull Request - State: closed - Opened by GeorgeM9203 almost 1 year ago

#102 - Unavailable weights for pre-trained models

Issue - State: open - Opened by sverdoot about 1 year ago

#101 - Why isn't DiffAugment used as a layer in the discriminator?

Issue - State: open - Opened by naddeoa over 1 year ago

#100 - generate_gif.py error:Cannot handle this data type:(1,1,64),|u1

Issue - State: open - Opened by Jordan-Liao about 2 years ago

#99 - The difference between the generated image and the training image is too large

Issue - State: open - Opened by tdf1995 over 2 years ago

#98 - how to deal with 'check_hostname requires server_hostname'

Issue - State: closed - Opened by tdf1995 over 2 years ago

#97 - RuntimeError: No such operator aten::cudnn_convolution_backward_weight

Issue - State: open - Opened by fancyshirt over 2 years ago - 1 comment

#96 - How can we use generate.py file to load our own trained models?

Issue - State: open - Opened by HashmatShadab over 2 years ago - 1 comment

#95 - How do you calculate accuracy in paper?

Issue - State: open - Opened by Luciennnnnnn over 2 years ago - 1 comment

#94 - NotImplementedError: Cannot convert a symbolic Tensor (Inputs/minibatch_gpu_in:0) to a numpy array.

Issue - State: closed - Opened by albertovpd over 2 years ago - 3 comments

#93 - How to use DiffAugment in Image to Image Translation?

Issue - State: closed - Opened by hahahappyboy over 2 years ago - 2 comments

#93 - How to use DiffAugment in Image to Image Translation?

Issue - State: closed - Opened by hahahappyboy over 2 years ago - 2 comments

#92 - the D and G values for updating

Issue - State: closed - Opened by Mshz2 almost 3 years ago - 9 comments

#92 - the D and G values for updating

Issue - State: closed - Opened by Mshz2 almost 3 years ago - 9 comments

#91 - Network pickle not saving!

Issue - State: closed - Opened by waleedrazakhan92 almost 3 years ago

#90 - How to train DiffAugment-biggan with the self-made dataset?

Issue - State: closed - Opened by Charlie-Wilson0211 almost 3 years ago - 3 comments

#89 - Generate images from a grayscale trained pkl file

Issue - State: open - Opened by velamini almost 3 years ago - 2 comments

#88 - requirements

Issue - State: closed - Opened by Rubiel1 almost 3 years ago - 1 comment

#87 - Would you please advice on how to use your code?

Issue - State: closed - Opened by Kitty-sunray almost 3 years ago

#86 - Cannot download checkpoints

Issue - State: closed - Opened by Huangerbai about 3 years ago - 2 comments

#85 - Training set image resolution

Issue - State: open - Opened by davidecarnevali about 3 years ago - 4 comments

#84 - DiffAug seems to be leaked

Issue - State: closed - Opened by FriedRonaldo about 3 years ago - 3 comments

#83 - Questions about nearest neighbors in pixel space

Issue - State: open - Opened by aprilycliu about 3 years ago - 2 comments

#82 - pre-trained discriminator

Issue - State: open - Opened by ngoc-nguyen-0 about 3 years ago - 1 comment

#81 - Question, during training score spike up

Issue - State: open - Opened by aprilycliu about 3 years ago - 1 comment

#80 - ERROR: terminate called after throwing an instance of 'std::system_error'

Issue - State: closed - Opened by thusinh1969 about 3 years ago - 2 comments

#79 - NOT an issue, but a question :)

Issue - State: open - Opened by thusinh1969 about 3 years ago - 7 comments

#78 - Deafult augmentation mode error?

Issue - State: open - Opened by davidecarnevali about 3 years ago - 3 comments

#77 - Used for other condition gan model

Issue - State: closed - Opened by zhangqianhui about 3 years ago - 2 comments

#76 - Model collapse problems

Issue - State: closed - Opened by RayGuo-C over 3 years ago - 2 comments

#75 - Inception Score with evaluate function

Issue - State: closed - Opened by iumyx2612 over 3 years ago - 4 comments

#74 - Questions about differentiable augmentation

Issue - State: closed - Opened by RayGuo-C over 3 years ago - 2 comments

#73 - Regarding implementation of DiffAugment with BiGAN

Issue - State: open - Opened by shreejalt over 3 years ago - 6 comments

#72 - drange of the generative model

Issue - State: open - Opened by slala2121 over 3 years ago - 1 comment

#71 - Question about image sampling

Issue - State: open - Opened by cuikaiwen18 over 3 years ago - 1 comment

#70 - Question of FID score

Issue - State: open - Opened by cuikaiwen18 over 3 years ago - 2 comments

#69 - fmap-base and fmap-max meaning

Issue - State: closed - Opened by iumyx2612 over 3 years ago - 2 comments

#68 - Load own feature extractor

Issue - State: closed - Opened by iumyx2612 over 3 years ago - 1 comment

#67 - Resume training progress and see images created every tick

Issue - State: closed - Opened by iumyx2612 over 3 years ago - 9 comments

#66 - romarov/accuracy gen

Pull Request - State: closed - Opened by RuslanOm over 3 years ago

#65 - Dk/parametrical aug

Pull Request - State: closed - Opened by Reason239 over 3 years ago

#64 - Kityshchuk/comet

Pull Request - State: closed - Opened by Reason239 over 3 years ago

#63 - Kityshchuk/comet

Pull Request - State: closed - Opened by Reason239 over 3 years ago

#62 - Iablinnikov/fix validation

Pull Request - State: closed - Opened by Agryosha over 3 years ago

#61 - FID scores spike up at the beginning of training

Issue - State: open - Opened by ghost over 3 years ago - 9 comments

#60 - How is this rampup code?

Issue - State: open - Opened by ghost over 3 years ago

#59 - BigGAN: why only use translation?

Issue - State: closed - Opened by AlexiaJM over 3 years ago - 3 comments

#58 - How to train StyleGAN2 with labeled dataset

Issue - State: open - Opened by TccccD over 3 years ago - 2 comments

#57 - Disable path regularization and lazy regularization

Issue - State: open - Opened by nupurkmr9 over 3 years ago - 3 comments

#56 - Loss records

Issue - State: closed - Opened by slala2121 over 3 years ago - 2 comments

#55 - FID increases for larger training datasets

Issue - State: closed - Opened by slala2121 over 3 years ago - 9 comments

#54 - Evaluating discriminator accuracy

Issue - State: closed - Opened by slala2121 over 3 years ago - 6 comments

#53 - About cutout implementation

Issue - State: closed - Opened by yifanjiang19 over 3 years ago - 2 comments

#52 - Question about the pictures' output resolution.

Issue - State: open - Opened by Brand4 over 3 years ago - 1 comment

#51 - Loading just the discriminator model

Issue - State: closed - Opened by slala2121 over 3 years ago - 1 comment

#50 - Replicating FFHQ architecture

Issue - State: closed - Opened by slala2121 almost 4 years ago - 2 comments

#49 - No such file or directory: inception_moments.pkl

Issue - State: closed - Opened by datduong almost 4 years ago - 2 comments

#48 - Question about Generator Update

Issue - State: open - Opened by ghost almost 4 years ago - 6 comments

#47 - nvcc fails on windows

Issue - State: open - Opened by TashaSkyUp almost 4 years ago - 10 comments

#46 - AttributeError: module 'tensorflow.compat.v2'has no attribute 'contrib'

Issue - State: closed - Opened by hzc5095 almost 4 years ago - 6 comments

#45 - comparison against stylegan2-ada

Issue - State: closed - Opened by molo32 almost 4 years ago - 1 comment

#44 - Error when train on Colab

Issue - State: closed - Opened by eliohead almost 4 years ago - 2 comments

#43 - AssertionError when training my own dataset

Issue - State: closed - Opened by Brand4 almost 4 years ago - 6 comments

#42 - DiffAug with other GAN architecture

Issue - State: closed - Opened by xxchenxx almost 4 years ago - 2 comments

#41 - raise RuntimeError('No GPU devices found')

Issue - State: closed - Opened by jinzhenmu almost 4 years ago - 4 comments

#40 - code question in rand_cutout

Issue - State: closed - Opened by matthewchung74 almost 4 years ago - 2 comments

#39 - kimg meaning

Issue - State: closed - Opened by molo32 almost 4 years ago - 3 comments

#38 - OOM when allocating tensor with shape[4,32,1024,1024] where is the 32 coming from?

Issue - State: closed - Opened by ghost almost 4 years ago - 1 comment

#37 - get latent code of image

Issue - State: closed - Opened by molo32 almost 4 years ago - 1 comment

#36 - Q: Why not use adjust_brightness of torchvision?

Issue - State: closed - Opened by alexrey88 almost 4 years ago - 8 comments

#35 - how to change time to save chekpoint?

Issue - State: closed - Opened by molo32 almost 4 years ago - 3 comments

#34 - Training seems to be stuck?

Issue - State: closed - Opened by sarmientoj24 almost 4 years ago - 2 comments

#33 - Wrong illustration

Issue - State: closed - Opened by woctezuma almost 4 years ago - 1 comment

#32 - DiffAugment-biggan-imagenet missing 'mock' dependency

Issue - State: closed - Opened by gwern almost 4 years ago - 1 comment

#31 - Training on TPU for StyleGan2

Issue - State: closed - Opened by sarmientoj24 almost 4 years ago - 2 comments

#30 - Custom Dataset of 800x600 or 600x450 resolution

Issue - State: closed - Opened by sarmientoj24 almost 4 years ago - 1 comment

#29 - Running Cifar10 stylegan experiment gives broadcasting error

Issue - State: closed - Opened by msingh27 almost 4 years ago

#28 - ImportError: This version of TensorFlow Datasets requires TensorFlow version >= 2.1.0; Detected an installation of version 1.15.0. Please upgrade TensorFlow to proceed.

Issue - State: closed - Opened by ak9250 about 4 years ago - 2 comments

#27 - comparison with few shot gan

Issue - State: closed - Opened by ak9250 about 4 years ago - 4 comments

#26 - training with grayscale images

Issue - State: closed - Opened by Mshz2 about 4 years ago - 1 comment

#25 - Training time

Issue - State: closed - Opened by Mshz2 about 4 years ago - 5 comments

#24 - FID Score improvement

Issue - State: closed - Opened by Mshz2 about 4 years ago - 1 comment

#23 - can't pickle _thread.RLock objects

Issue - State: closed - Opened by Mshz2 about 4 years ago - 1 comment

#22 - Generating images

Issue - State: closed - Opened by Mshz2 about 4 years ago - 5 comments

#21 - Images in [-0.5, 0.5] range expected, right?

Issue - State: closed - Opened by hadaev8 about 4 years ago - 2 comments

#20 - Training won't start

Issue - State: closed - Opened by Alex-Github-Account about 4 years ago - 1 comment

#19 - overfitting issues

Issue - State: closed - Opened by ak9250 about 4 years ago - 3 comments

#18 - Training with custom datasets

Issue - State: closed - Opened by lil-km about 4 years ago

#17 - Question about IS and FID score reported.

Issue - State: closed - Opened by mingukkang about 4 years ago - 3 comments

#16 - Fix typo in readme

Pull Request - State: closed - Opened by justinpinkney over 4 years ago - 1 comment

#15 - Question about Training Time

Issue - State: closed - Opened by accountspark-bo-peng over 4 years ago - 8 comments

GitHub / mit-han-lab/data-efficient-gans issues and pull requests