Freelancer: bsse1009
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Custom GAN Model for art-work generation

I trained a GAN model with this dataset: "https://www.kaggle.com/ikarus777/best-artworks-of-all-time" and achieved a very good result. I can provide you a custom GAN mode which can generate new art-work from your existing works by recognizing your pattern. Please check the attached files to see the sample model and its output: 1. GAN.png shows how our model works 2. real.png shows the real image of batch size - 64 3. generated.png shows the image generated by our model - batch-size-64 If you have any query, feel free to ask me. Have a great day :)


                                                                                                                        Penyertaan Peraduan #                                            6
                                         untuk                                             Use a GAN to generate images based on a set of paintings

Papan Penjelasan Umum

  • bsse1009
    bsse1009
    • 2 bulan yang lalu

    a) Yes, the generated images are all from the same model.
    b) Yes, It is possible. But It may not detect the right pattern of your art work, as it is a merge datasets of different artist.
    c) Yes, I can if you manage the cloud space.
    d) It may require post processing of the output image. I would like to take some time to research on it.
    Hope I can give you the answers, you want. If you have further query, feel free to ask.

    • 2 bulan yang lalu
  • OOP72
    Penganjur Peraduan
    • 2 bulan yang lalu

    Hi Ad Ibrahim K.,
    thank you for your entry! That looks promising.
    Four questions:
    a) Your steps 3: Are the generated images all based on the same model?
    b) would it be possible to add new artworks later on to teh data set and train it? And then generate new images for the added art works beased on the updated model?
    c) would you be able to implement or set all the code up on a cloud space where i can run any updates...?
    d) would it be possible to generate the output images in high resolution and file size?

    • 2 bulan yang lalu