From ef3a0ff02ad991362ba2c3e8882818328469285e Mon Sep 17 00:00:00 2001 From: wyrde Date: Tue, 25 Apr 2023 16:24:32 -0400 Subject: [PATCH] upscale with model --- basics/building-up/README.md | 33 +++++++++++++++++- basics/building-up/pix/ComfyUI_00358_.png | Bin 0 -> 593189 bytes basics/building-up/pix/dl psnr 1.png | Bin 0 -> 20546 bytes .../building-up/pix/upscale with model 1.png | Bin 0 -> 126727 bytes .../building-up/pix/upscale with model 2.png | Bin 0 -> 77152 bytes .../building-up/pix/upscale with model 3.png | Bin 0 -> 82458 bytes .../building-up/pix/upscale with model 4.png | Bin 0 -> 68678 bytes .../building-up/pix/upscale with model 5.png | Bin 0 -> 70920 bytes .../building-up/pix/upscale with model 6.png | Bin 0 -> 71662 bytes .../building-up/pix/upscale with model 7.png | Bin 0 -> 83003 bytes .../building-up/pix/upscale with model 8.png | Bin 0 -> 59343 bytes 11 files changed, 32 insertions(+), 1 deletion(-) create mode 100644 basics/building-up/pix/ComfyUI_00358_.png create mode 100644 basics/building-up/pix/dl psnr 1.png create mode 100644 basics/building-up/pix/upscale with model 1.png create mode 100644 basics/building-up/pix/upscale with model 2.png create mode 100644 basics/building-up/pix/upscale with model 3.png create mode 100644 basics/building-up/pix/upscale with model 4.png create mode 100644 basics/building-up/pix/upscale with model 5.png create mode 100644 basics/building-up/pix/upscale with model 6.png create mode 100644 basics/building-up/pix/upscale with model 7.png create mode 100644 basics/building-up/pix/upscale with model 8.png diff --git a/basics/building-up/README.md b/basics/building-up/README.md index f04ceb9..f29851c 100644 --- a/basics/building-up/README.md +++ b/basics/building-up/README.md @@ -304,12 +304,43 @@ First, we need to translate from latent space to pixel space. * adjust the Upscale Image height and width to 704 +* unlike latent space HR Fixes, after a pixel upscale the denoise doesn't need decreased _as much_. In this case, leaving it at .5 is okay. + * generally speaking, sampling after pixel space upscales doesn't need decreased below 0.400. Generally. There's always exceptions. That's the norm with Stable Diffusion. * output: ## Upscaling -(Still writing this too also) + +Improving images with HiRez Fixes is one thing, but what about simply making it bigger? That's where upscaling comes in. As mentioned before, jumping from 512px to 1080p and higher isn't advised due to the lack of detail. Each HR Fix also gives stable diffues the chance to correct mistakes. (It doesn't always, though. Stable Diffusion is a contrary baast.) + +Once an image has some detail, one of the best ways to upscale it further is with an _Upscale Model_. There's a whole bunch of them [here](https://upscale.wiki/wiki/Model_Database), but we'll keep it easy with PSNRx2. Follow [this link](https://github.com/wyrde/wyrde-comfyui-workflows/blob/main/others/upscalemodels/apache2/2x-PSNR.pth) and click the Downlaod button. + + +Save the file in `ComfyUI\models\upscale_models\` + +Now let's set up the upscale! +* As usual, make some room with a little dragging. +* the _VAE Decode_ can be left alone since we're going to use it. Only the _Save Image_ node needs moved this time. + + +* Now add the _Load Upscale Model_ and _Upscale Image (Using Model)_ nodes. + + + +* Connect the inputs and outputs + + + + +* Right now, this will result in a 1408x1408 image. But what if that's too big? +* Add an image scale node, but set it's size lower. 1024x1024 is good for today. + + + +* hit queue prompt +* since the previous parts of the workflow didn't change, it runs the cached image through the scalers. + ## Embeddings/Textual Inversions (Still writing this too also and) diff --git a/basics/building-up/pix/ComfyUI_00358_.png b/basics/building-up/pix/ComfyUI_00358_.png new file mode 100644 index 0000000000000000000000000000000000000000..65dd1a6acbd11c835b42acd078ba09881416b48b GIT binary patch literal 593189 zcmdqK2{@G9A2&XB$zF-9p;VS;%wX&)p^dc2l4UG|vK#w0rBFmtB3q@R$DZuF$x>NT zQT9akE&De7?|ZC8f{OX{dHlK_C#CV@mR8 zAP`dECnM2Gs_} zSXtVdVodG9L0a6R%dHkh#;BE6vE^1X6voH`qibr8GF}`nLg;Y=rZF%>+1l!2oU91c zojAKlE;rbP0H*$7`v#Y-Fe@9ehY5-ZTG`lH7#Rv0nWHQ%%$$U5QD`GzC0k1yTfz)K zPJYD12$;dr)Bd%=cOD>4KXG_qX2tukM=cBhmJ+ru_A9zT`UJQffNcO`VRQK(FM#}cfklx7rB#btWJN~oQH!Dh zgZ@G`)D9h$H(DWE{O4KGre;Qt-eEyl*k!Wd(syR4*8A>`WTC81bsT^^$aDA$r6uLup; zvXRW31n5~qFnpb^*jWLBX=bErZiF$h1nm>Ig%Qfe$QC1Lo zM*|y6P;9vkO>I&7W`KnQ$tT!>MTWr%q^=j{MGZT@xHaH zQ8qRxTaeUMV+j=!0iIVe{*R0$fH=sj^#J^6E#W^4(%;~VC<62qD|}ge{3Bl$t^Rtt z)-wjN&X)hbz!=1@B=bkc{MG;h$Sf)1-!y+I9t;I|kQ3>sGWz4*8hzgJy00{IIm zB$&*zpaocTrR(g26==ei%>ANq2iD%qZr6Azz)$>SCjVa$AdyXJw&*$+K`=2ZK0?@0 z@bp>bGeTBC#Ijx)m+a#yFoauU#zlW^E>?m)VBsa%Tor@gO2N`v7fdlGg!KsI0RHwT z*8L4Zg+U47?TVx>J^x-*fxT^PFxQHzTg#0ry%313HW+d{SlV1hn^`&lK{pU|0YN5! 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