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Thread: [Release] Oldschool tin rocks dataset for machine learning

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    Default [Release] Oldschool tin rocks dataset for machine learning

    I've been learning a lot about neural networks lately and have been looking to apply them to RuneScape. My current goal is to be able to pick out rocks on the game screen in a close to pixel-perfect manner using image segmentation.

    To train a network that does this, I need to have not only images containing rocks but also example masks which tell it specifically what pixels contain rocks. Since I'm pretty good with client modification I was able to make a tool that can generate pixel-perfect example masks instantly.

    As I haven't seen anyone else doing this (for the record, I haven't really looked that hard), I'm releasing a little training set of 792 512x334 images which come with a mask of all tin rocks on screen. I'd include some example images of it but I don't have permission to add images.

    You can download the set from:
    filedropper.com/tintrainingdata





    Time to go figure out how to get Tensorflow to actually utilize this, I have no idea what I'm doing with it haha
    Last edited by client_dude; 03-27-2018 at 03:22 PM.

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