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Using the latest version of PIDGAN (v0.2.0), we have noticed an unexpected behavior while running GAN trainings with Keras 2 or Keras 3. In particular, taking as a reference [scripts/train_GAN_Rich.py…
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I'm trying to train ComodGAN on FFHQ. However, i'm facing with the ValueError problem below.
`Traceback (most recent call last):
File "run_training.py", line 134, in
main()
File "run_trai…
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Traceback (most recent call last):
File "/home/song/anaconda3/envs/panbie_CD/lib/python3.8/multiprocessing/process.py", line 313, in _bootstrap
self.run()
File "/home/song/anaconda3/envs/pa…
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I found that when calculating custom dataset, using UPPERCASE named `custom_name` such as "dragan_Rs", it will be ERROR. And i change it to "dragan_rs", its OK.
I don't know why.
```
The complete e…
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This code saves the generator and discriminator weights on every epoch during training of the model. Is the weight of last epoch is best? How can we check the performance of the trained model? What sh…
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I am attempting to use the FFHQ model provided to generate images that will give the same FID result as reported in the paper (3.39), but I instead get FID=4.36.
I am also generating images and ca…
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### 論文へのリンク
[[arXiv:1906.01529] Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy](https://arxiv.org/abs/1906.01529)
### 著者・所属機関
Zhengwei Wang, Qi She, Tomas E. Ward
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The GAN currently generates images that do a decent job detecting anomalous objects. The generated images of smaller objects even pass the Turing test (informally on a small, semi-hand-picked sample s…
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A bunch of resources i'm trying to get into to explore image refinment:
An article by a guy from Let's Enhance about using VGG16: https://medium.com/lets-enhance-stories/content-and-style-loss-usin…
Clorr updated
6 years ago
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I mean I wanna have a look for the data vision.
Thanks