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I use "pip install prettytensor" but prettytensor aways make mistakes :
$ sh demo/flowers_demo.sh
{
doc_length : 201
filenames : "Data/flowers/example_captions.t7"
queries : "Data/flowers…
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I'm currently trying to train the network using pre-trained word embedding of bird and flowers. I'm using TensorFlow 1.3 so I did some necessary adaptions. But the result is frustrating:
![train](htt…
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GeForce GTX 1070
ubuntu 16.04
python 2.7
tensorflow 0.12.0
cuda 8.0
cudnn 5.1
I'm currently trying to train the StackGAN network.
After download the birds caption data and image data, I pre-p…
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While trying to run a code which uses torchfile I encountered the following error :-
```
T7ReaderException Traceback (most recent call last)
in ()
5 else :
…
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## 미팅 내용
* 주제 선정
* 영화에 대한 설명을 넣으면 poster generate해주는 모델
* 문장 넣으면 영화 추천해주는 모델
## 조사내용
### 김하준
(주제) 설치, 설명서를 직접하게 해주는 macro 만들기 → github에 있는 readme 따라서 install 하는 모델
### 이현지
(주제) nl…
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After running your code successfully to produce 64 x 64 images, I'm trying to output larger images, 128 x 128, but I have been running into a number of problems.
The first is that there are a lot o…
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# Abstract
Generative Adversarial Networks(GAN)은 데이터 생성에서 뛰어난 모습을 보이고 있다. 많은 영역에서 쓰이고 있지만 여전히 안정적인 학습에는 어려움이 따른다. 문제점으로는 Nash-equilibrium, internal covariate shift, mode collapse, vanishing gradient,…
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Loss_D: 1.21 Loss_G: 47.18 Loss_KL: 9.08 Time: 264.67s
/pytorch/aten/src/THCUNN/BCECriterion.cu:42: Acctype bce_functor::operator()(Tu…
jszgz updated
4 years ago
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## Generative Adversarial Networks(生成对抗网络)
- They are ML model that can image new things.
### Application(应用)
- GAN可以用于生成逼真的数据
- 例如说STACKGAN Model,它可以接收文本形式的描述,然后根据那个描述来生成相应的图片(这些图片都是被新创造出来的,不是从…
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### 論文へのリンク
[[arXiv:2004.11437] Efficient Neural Architecture for Text-to-Image Synthesis](https://arxiv.org/abs/2004.11437)
### 著者・所属機関
Douglas M. Souza, Jônatas Wehrmann, Duncan D. Ruiz
…