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Pycasso

Deep learning server for generating art.

Getting Started

Pycasso has a number of image samples that can be used to test the art generation server locally. To get started, do the following:

  1. Install dependencies
  2. Run Pycasso.py
  3. Run Integration.py in Test/Manual

Samples

Integration.py will take some sample images already helpfully included in the folder and run Neural_Transfer on them. If you wish to replace your own images, simply add images to the Data folder and change out the queue_job call with your own images.

Dependencies

  1. pip install flask
  2. pip install flask-RESTful
  3. pip install tinydb
  4. pip3 install https://download.pytorch.org/whl/cu100/torch-1.0.1-cp37-cp37m-win_amd64.whl (or whichever .whl is appropriate for your processor)
  5. pip3 install torchvision
  6. pip install flask_jwt_extended
  7. pip install requests
  8. pip install pytorch-pretrained-bert

Roadmap

View Projects, task list for current product roadmap. Next content features will probably include GANs for generating faces, character models, 3d models, as well as text generation with gpt2.

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Deep learning server for generating art.

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