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Delve into art and creativity using Python

Delve into art and creativity using Python

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PyLondinium18

June 09, 2018
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  1. Why Python? • Easy implementation • Powerful, Image processing libraries

    • comprehensive material • Open Source • AI Frameworks- TensorFlow, Keras, Pytorch • Community • Research Oriented
  2. Image1 Style Content Noise Using weights that minimise the cost

    function Output Conv 4 Max Pooling Alpa, beta Gram Matrix Style on style genetic algorithms Conv 2? other types of pooling? Experiment
  3. Deep Dream Features Snapshot of inner workings feed as input

    Iterate over Outputs: Hybrid organisms Fuse cultures Scans/ medical Imaginary Experiment
  4. Why should this be explored further? • Evolution, expression •

    Innovation • applications • Architectures • logic • socio-economic applications
  5. @Aparnaakk aparnakrishnakumar.com @Aparnaakk “ there’s more than one way to

    do it” (Talk slides and the code for mentioned elements can be found here) Feel free to reach out! [email protected]