https://github.com/kendricktan/drawlikebobross

Draw like Bob Ross using the power of Neural Networks (With PyTorch)!
https://github.com/kendricktan/drawlikebobross

Last synced: about 1 month ago
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Draw like Bob Ross using the power of Neural Networks (With PyTorch)!

• Host: GitHub
• URL: https://github.com/kendricktan/drawlikebobross
• Owner: kendricktan
• License: mit
• Created: 2017-04-02T02:40:48.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-04-05T18:38:42.000Z (over 7 years ago)
• Last Synced: 2024-08-05T17:42:26.512Z (4 months ago)
• Language: Python
• Homepage: https://kendricktan.github.io/draw-like-bob-ross-with-pytorch.html#draw-like-bob-ross-with-pytorch
• Size: 77.4 MB
• Stars: 115
• Watchers: 5
• Forks: 25
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Draw like Bob Ross using the power of Neural Networks! (+ Pytorch)

![Sample](https://i.imgur.com/9rdXfdM.png)

## Learning Process Visualization

![webm](https://thumbs.gfycat.com/DefenselessEminentKookaburra-size_restricted.gif)

# Getting started

## Install dependecies

### Requires python3.x

```

pip install -r requirements.txt

pip install http://download.pytorch.org/whl/cu75/torch-0.1.11.post5-cp36-cp36m-linux_x86_64.whl 

pip install torchvision

```

# Run server (using pretrained model)

```

python app.py --resume pretrained_models/450epoch_aae.tar

```

Navigate to 127.0.0.1:5000

# Run server (from scatch)

## 1. Scrapping data 

```

./scrapper.sh

```

## 2. Preprocess data (should take around 5-10 mins)

```

python preprocess.py

```

## 3. Train data

```

cd aae

python train.py

```

## 4. Run server

```

cd PROJECT_ROOT

python app.py --resume TRAINEDMODEL.path.tar

```

Navigate to 127.0.0.1:5000