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add workflow for LatentToImage

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hnmr293
2023-04-30 17:34:46 +09:00
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README.md
+8
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@@ -42,6 +42,14 @@ BMW with multi-alpha like [supermerger](https://github.com/hako-mikan/sd-webui-s
![multi merge block weighted](./examples/workflow_mbw_multi.png)
### Latent visualization
visualization of 4-channel latent tensor
[workflow link](./examples/workflow_lat2image.json)
![latent visualization](./examples/workflow_lat2image.png)
## Node List
### Latent nodes
examples/workflow_lat2image.json
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@@ -0,0 +1,586 @@
{
"last_node_id": 22,
"last_link_id": 25,
"nodes": [
{
"id": 4,
"type": "VAELoader",
"pos": [
120,
610
],
"size": {
"0": 315,
"1": 58
},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [
{
"name": "VAE",
"type": "VAE",
"links": [
2,
3
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAELoader"
},
"widgets_values": [
"kl-f8-anime2.ckpt"
]
},
{
"id": 1,
"type": "LoadImage",
"pos": [
30,
50
],
"size": {
"0": 414.53515625,
"1": 460.7965393066406
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
1,
17
],
"slot_index": 0
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"example.png",
"image"
]
},
{
"id": 3,
"type": "VAEEncode",
"pos": [
520,
50
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "pixels",
"type": "IMAGE",
"link": 1
},
{
"name": "vae",
"type": "VAE",
"link": 2
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
4,
25
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEEncode"
}
},
{
"id": 5,
"type": "VAEDecode",
"pos": [
800,
50
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 4
},
{
"name": "vae",
"type": "VAE",
"link": 3
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
6,
18
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
},
{
"id": 22,
"type": "Reroute",
"pos": [
735,
506
],
"size": [
75,
26
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "",
"type": "*",
"link": 25,
"pos": [
37.5,
0
]
}
],
"outputs": [
{
"name": "",
"type": "LATENT",
"links": [
23,
24
],
"slot_index": 0
}
],
"properties": {
"showOutputText": false,
"horizontal": true
}
},
{
"id": 7,
"type": "PreviewImage",
"pos": [
1083,
53
],
"size": {
"0": 451.5751647949219,
"1": 473.7965393066406
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 6
}
],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 19,
"type": "ImageBlend2",
"pos": [
1090,
-100
],
"size": {
"0": 315,
"1": 102
},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "image1",
"type": "IMAGE",
"link": 17
},
{
"name": "image2",
"type": "IMAGE",
"link": 18
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
19
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "ImageBlend2"
},
"widgets_values": [
1,
"abs_diff"
]
},
{
"id": 20,
"type": "PreviewImage",
"pos": [
1560,
60
],
"size": [
570,
480
],
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 19
}
],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 8,
"type": "PreviewImage",
"pos": [
1330,
590
],
"size": [
392.3702697753906,
351.2933349609375
],
"flags": {},
"order": 12,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 21
}
],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 11,
"type": "PreviewImage",
"pos": [
1740,
590
],
"size": {
"0": 482.4051208496094,
"1": 488.45654296875
},
"flags": {},
"order": 11,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 12
}
],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 9,
"type": "LatentToHist",
"pos": [
1090,
760
],
"size": {
"0": 210,
"1": 226
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 24
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
12
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "LatentToHist"
},
"widgets_values": [
"Specified",
-3,
"Specified",
3,
"Specified",
50,
"Auto",
1
]
},
{
"id": 21,
"type": "ImageScale",
"pos": [
1090,
590
],
"size": [
210,
130
],
"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 20
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
21
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "ImageScale"
},
"widgets_values": [
"nearest-exact",
512,
512,
"disabled"
]
},
{
"id": 6,
"type": "LatentToImage",
"pos": [
840,
590
],
"size": {
"0": 210,
"1": 82
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 23
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
20
],
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "LatentToImage"
},
"widgets_values": [
-3,
3
]
}
],
"links": [
[
1,
1,
0,
3,
0,
"IMAGE"
],
[
2,
4,
0,
3,
1,
"VAE"
],
[
3,
4,
0,
5,
1,
"VAE"
],
[
4,
3,
0,
5,
0,
"LATENT"
],
[
6,
5,
0,
7,
0,
"IMAGE"
],
[
12,
9,
0,
11,
0,
"IMAGE"
],
[
17,
1,
0,
19,
0,
"IMAGE"
],
[
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1,
"IMAGE"
],
[
19,
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0,
20,
0,
"IMAGE"
],
[
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0,
"IMAGE"
],
[
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"IMAGE"
],
[
23,
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0,
6,
0,
"LATENT"
],
[
24,
22,
0,
9,
0,
"LATENT"
],
[
25,
3,
0,
22,
0,
"*"
]
],
"groups": [],
"config": {},
"extra": {},
"version": 0.4
}
examples/workflow_lat2image.png
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