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大哥,ACGAN里面那个模型该怎么才能保存下来?我是这样写的,
`acgan = ACGAN(train_x, train_y)
acgan.train(epochs=3, batch_size=64, sample_interval=200)
acgan.save_model()`
当程序运行到保存那一行程序直接崩溃了,不知道怎么才能把模型保存下来,并且能够加载出来。求指教
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Thanks for your contribution!
A problem occurs when I am training ACGAN without tuning any parameters which is shown as follows:
As the training process goes on, the loss of D is declining, but the …
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(1)Model trained with mnist dataset. For the generated 1000 images,the classification accuracy is 100% for discriminator. For mnist test images, the classification accuracy is 99% for discriminator. G…
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# Get labels ranging from 0 to n_classes for n rows
labels = np.array([num for _ in range(n_row) for num in range(n_row)])
One of the n_row in this line should be n_classes?
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The picture in Readme contains conditional gan, semi-supervised gan, info gan and acgan. But it seems that the paper of acgan does not have this picture. So which paper contains this picture?
qz011 updated
5 years ago
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Hello @yashkarbhari,
I tried to generate some synthetic CXR images from the provided [weights/checkpoint](https://github.com/yashkarbhari/Generating-COVID-CXR-using-ACGAN/blob/main/weights/acgan_hi…
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https://github.com/eriklindernoren/PyTorch-GAN/blob/36d3c77e5ff20ebe0aeefd322326a134a279b93e/implementations/acgan/acgan.py#L113
As stated here:
https://pytorch.org/docs/stable/generated/torch.nn…
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Hi,
This is a great and neat implementation. I was wondering if there is a simple way to implement conditioning (on image label) like a conditional GAN. I did try the standard approach used in cGAN…
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Hi, could you tell me what's meaning of 'op_acc'? It may be accuracy for generated images. What is the full name of 'op'? Thanks a lot!
# Plot the progress
print ("%d [D loss: %f, acc.: %.2f%%, op…