Originaly posted on FB Deep Dream // Tutorials group under this link: https://www.facebook.com/groups/733099406836193/permalink/748784328601034/ A little bit messy. Give me an info if something is unclear or bullshit.
Ok, so, you’re bored, have spare time, have working caffe on gpu and want to try train network to get rid of dogs in deep dream images… Here is tutorial for you. In points.
- Forget about training from the scratch, only fine tune on googlenet. Building net from the scratch requires time, a lot of time, hundreds of hours… Read it first: http://caffe.berkeleyvision.org/gathered/examples/finetune_flickr_style.html.
- The hardest part: download 200-1000 images you want to use for training. I found that one type of images work well. Faces, porn, letters, animals, guns, etc.
- Resize all images into dimension of 256×256. Save it as truecolor jpgs (not grayscale, even if they are grayscale)
- OPTION: Calculate average color values of all your images. You need to know what is…
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