spacegan

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A GAN based app that generates space images given a drawing of color segments. This project was inspired by NVIDIA gaugan.

spacegan 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# SpaceGAN:

$
f(x) = \underset{C}{\operatorname{argmax}} P(C_{i} | x) \\\:\\
= \underset{C}{\operatorname{argmax}} \{P(Cooks | x), P(Orders | x)\} \\\:\\
$

**SpaceGAN** is a deep learning model that generates space images based on a sketch. It is inspired from the paper: **Semantic Image Synthesis with Spatially-Adaptive Normalization**  [\[arxiv\]](https://arxiv.org/abs/1903.07291)

---

# Examples:

---

# Demo:

1. Start by cloning the this repository: \
 `git clone https://github.com/TheSun00000/spacegan`
 2. Download the generator model `generator230.pt` from [here](https://drive.google.com/drive/folders/1F7ckeHJWnMe0hEaY2U2w1aTtCWHg9r5N?usp=sharing).
 3. Put the downloaded model in the inference folder.
 4. Run `inference/main.py`: \
 `python inference/main.py`
 5. You would be able to see a small graphical interface like this
<img src="images/gui.png" style="display: inline-block; margin: 0 auto; max-width: 600px">
 6. Select a color, select a pen size, and start sketching your galaxies:
 <img src="images/input_empty.png" style="display: inline-block; margin: 0 auto; max-width: 600px">
 7. Once finished, click on the button "Done":
 <img src="images/input_output.png" style="display: inline-block; margin: 0 auto; max-width: 600px">

spacegan

spacegan 최신버젼 다운로드

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spacegan

spacegan 최신버젼 다운로드

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