Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Liam R E Quin
On Mon, 2019-01-21 at 19:23 +0530, Maitraya Bhattacharyya via gimp- developer-list wrote: [...] > Now to train these neural nets, I will have to prepare a dataset > consisting > of low resolution and high resolution images and divide them into > training, > testing and validation sets. If it

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Maitraya Bhattacharyya via gimp-developer-list
Hi Elle, I looked at the posts on discuss.pixls.us, and it seems that their approach is quite different to what we are trying to achieve. They are mostly trying to use multiple images or use traditional methods which don't yield very good results. Thanks, Maitraya. On Mon, Jan 21, 2019 at 9:12

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Elle Stone
On 1/21/19 10:01 AM, Elle Stone wrote: I don't know if this is the same "super resolution", but FWIW the topic has come up several times on discuss.pixls.us: https://discuss.pixls.us/search?q=%20superresolution My apologies, I wasn't very clear. discuss.pixls.us is a discussion forum for

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Maitraya Bhattacharyya via gimp-developer-list
Hi Martin, Thanks for the second link on Tensorlayer. if the license of the library is compatible with GPL, there is no reason we cannot used their VGG19 network but I don't think it is! I will still need a few weeks to create the image dataset and then train this. Thanks, Maitraya. On Mon,

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Martin Marmsoler via gimp-developer-list
Hi, I already tried the first one, but it has not the quality I expected. Did anybody tried the second one? The second one looks quite good :) [1] https://github.com/alexjc/neural-enhance [2] https://github.com/tensorlayer/srgan Best regards, Martin Am Mo., 21. Jan. 2019 um 16:07 Uhr schrieb

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Elle Stone
On 1/21/19 8:53 AM, Maitraya Bhattacharyya via gimp-developer-list wrote: super resolution I don't know if this is the same "super resolution", but FWIW the topic has come up several times on discuss.pixls.us: https://discuss.pixls.us/search?q=%20superresolution Best regards, Elle Stone

Re: [Gimp-developer] AI algorithms in GIMP

2019-01-21 Thread Maitraya Bhattacharyya via gimp-developer-list
Hi guys, I think Casey's suggestion of super resolution is an excellent idea and would be useful to a lot of people using GIMP. The two algorithms which have been doing quite well are: 1. SRGAN: The relevant paper is at https://arxiv.org/abs/1609.04802 . This has yielded some very nice results