Batch (バッチ) とは？
Batch（バッチ）は、複数の画像を まとめて同時に処理する ための仕組みです。
List が「1 枚ずつ順番に処理する」のに対し、Batch は 1 回の実行で複数枚を一度に通す という違いがあります。
Queue / List / Batch の関係は次のようになります。
- Queue
- 同じ workflow を外側から順番に実行する
- List
- 複数の入力を 1 枚ずつ順番に処理する（逐次処理）
- Batch
- 複数枚をひとまとめにして処理する（並列処理）
動画は Batch
動画は連番画像の集合から構成されているため、
ComfyUI では 動画 = IMAGE の Batch として扱われます。
そのため、通常の Batch 操作ノードは動画にもそのまま使えますし、
逆に動画用ノードは、一般的な Batch の操作とほぼ同じ感覚で利用できます。
動画と Batch を区別して考える必要はありません。
Batch に入る画像は同じサイズである必要がある
Batch に入る画像は、すべて同じサイズ である必要があります。
幅・高さが一致しない場合は、1 枚目を基準にして後続の画像が自動でクロップされます。
{
"id": "ba2ad549-90e5-4928-91a9-838f62faaf9b",
"revision": 0,
"last_node_id": 8,
"last_link_id": 8,
"nodes": [
{
"id": 3,
"type": "LoadImage",
"pos": [
470.12200360449634,
-270
],
"size": [
335.64547880981644,
458.2099361064978
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
1,
4
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.75",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"pasted/image (38).png",
"image"
]
},
{
"id": 6,
"type": "PreviewImage",
"pos": [
1220.681461659835,
-136.54694942555741
],
"size": [
531.8183964013544,
582.297571000353
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 7
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.75",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 1,
"type": "LoadImage",
"pos": [
362.8584147649525,
257.4072522034403
],
"size": [
442.9090676493603,
348.64453542168144
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
5
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.75",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"pasted/image (36).png",
"image"
]
},
{
"id": 2,
"type": "LoadImage",
"pos": [
561.8919629449949,
680
],
"size": [
243.87551946931785,
495.15628337345174
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
3,
6
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.75",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"pasted/image (37).png",
"image"
]
},
{
"id": 4,
"type": "ImpactMakeImageList",
"pos": [
958.4808813380901,
233.92279489924226
],
"size": [
181.63769510352577,
88.44208248160515
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 1
},
{
"name": "image2",
"type": "IMAGE",
"link": 2
},
{
"name": "image3",
"type": "IMAGE",
"link": 3
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"shape": 6,
"type": "IMAGE",
"links": [
7
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageList"
}
},
{
"id": 5,
"type": "ImpactMakeImageBatch",
"pos": [
958.4808813380901,
515.5703816480251
],
"size": [
185.11459509789339,
86
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 4
},
{
"name": "image2",
"type": "IMAGE",
"link": 5
},
{
"name": "image3",
"type": "IMAGE",
"link": 6
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
8
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageBatch"
},
"color": "#232",
"bgcolor": "#353"
},
{
"id": 7,
"type": "PreviewImage",
"pos": [
1220.681461659835,
515.5703816480251
],
"size": [
528.0256750817534,
530.0647321425793
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 8
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.75",
"Node name for S&R": "PreviewImage"
},
"widgets_values": [],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
1,
3,
0,
4,
0,
"IMAGE"
],
[
2,
1,
0,
4,
1,
"IMAGE"
],
[
3,
2,
0,
4,
2,
"IMAGE"
],
[
4,
3,
0,
5,
0,
"IMAGE"
],
[
5,
1,
0,
5,
1,
"IMAGE"
],
[
6,
2,
0,
5,
2,
"IMAGE"
],
[
7,
4,
0,
6,
0,
"IMAGE"
],
[
8,
5,
0,
7,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.630394086312858,
"offset": [
-262.8584147649525,
370
]
},
"frontendVersion": "1.34.0",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
上: List
下: Batch
形を揃える必要があるため、Batch では後ろの画像が切り詰められています。
並列処理の負荷（OOM の注意）
Batch は複数枚を同時に処理するため、必要なメモリ量もそのぶん増えます。
1 分の動画をそのまま image2image に流そうものなら、VRAM が足りず、あっという間に OOM（メモリ不足） です。
こういった場合は、Batch → List に変換 して 1 枚ずつ処理するのが良いでしょう。
必要なカスタムノード
基本的なものはコアノードとして用意されていますが、動画まで扱おうとすると少し厳しいです。
- ltdrdata/ComfyUI-Impact-Pack
- ltdrdata/ComfyUI-Inspire-Pack
- kijai/ComfyUI-KJNodes
- Kosinkadink/ComfyUI-VideoHelperSuite
Batch を作る
Batch Images ノード
2 つの IMAGE をまとめて Batch にします。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 21,
"last_link_id": 21,
"nodes": [
{
"id": 1,
"type": "LoadImage",
"pos": [
437.0238029390012,
281.45517150102967
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
15
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
673.6492743455647,
377.2625981314576
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
7,
16
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"B.png",
"image"
]
},
{
"id": 3,
"type": "LoadImage",
"pos": [
910.2747457521282,
473.0700247618855
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
19
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
]
},
{
"id": 21,
"type": "ImageBatch",
"pos": [
1158.474612025215,
281.45517150102967
],
"size": [
160.40644154360825,
46
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image1",
"type": "IMAGE",
"link": 20
},
{
"name": "image2",
"type": "IMAGE",
"link": 19
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
21
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "ImageBatch"
},
"color": "#232",
"bgcolor": "#353"
},
{
"id": 9,
"type": "PreviewImage",
"pos": [
1391.2978517395427,
281.45517150102967
],
"size": [
422.9744601491934,
466.20921868865173
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 21
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 20,
"type": "ImageBatch",
"pos": [
925.6513723108875,
281.45517150102967
],
"size": [
160.40644154360825,
46
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"type": "IMAGE",
"link": 15
},
{
"name": "image2",
"type": "IMAGE",
"link": 16
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
20
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "ImageBatch"
},
"widgets_values": [],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
2,
4,
0,
2,
0,
"IMAGE"
],
[
7,
4,
0,
7,
0,
"IMAGE"
],
[
15,
1,
0,
20,
0,
"IMAGE"
],
[
16,
4,
0,
20,
1,
"IMAGE"
],
[
19,
3,
0,
21,
1,
"IMAGE"
],
[
20,
20,
0,
21,
0,
"IMAGE"
],
[
21,
21,
0,
9,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.9310785498489509,
"offset": [
-337.0238029390012,
-181.45517150102967
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
- ノードを増やしていけば何枚でも Batch にできますが、3 枚以上では下のノードを使うほうが実用的です。
Make Image Batch ノード
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 22,
"last_link_id": 27,
"nodes": [
{
"id": 9,
"type": "PreviewImage",
"pos": [
1391.2978517395427,
281.45517150102967
],
"size": [
422.9744601491934,
466.20921868865173
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 27
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 1,
"type": "LoadImage",
"pos": [
437.0238029390012,
281.45517150102967
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
24
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
673.6492743455647,
377.2625981314576
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
7,
25
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"B.png",
"image"
]
},
{
"id": 3,
"type": "LoadImage",
"pos": [
910.2747457521282,
473.0700247618855
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
26
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
]
},
{
"id": 22,
"type": "ImpactMakeImageBatch",
"pos": [
1160.7996273572849,
281.45517150102967
],
"size": [
185.62226026920635,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 24
},
{
"name": "image2",
"type": "IMAGE",
"link": 25
},
{
"name": "image3",
"type": "IMAGE",
"link": 26
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
27
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageBatch"
},
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
2,
4,
0,
2,
0,
"IMAGE"
],
[
7,
4,
0,
7,
0,
"IMAGE"
],
[
24,
1,
0,
22,
0,
"IMAGE"
],
[
25,
4,
0,
22,
1,
"IMAGE"
],
[
26,
3,
0,
22,
2,
"IMAGE"
],
[
27,
22,
0,
9,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.9310785498489509,
"offset": [
-337.0238029390012,
-181.45517150102967
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
- 接続先が増えるたびにスロットが追加され、好きな枚数をまとめられます。
- 一度接続するとそのデータ型で固定されます。
他のデータ型に変えたい場合は Fix node (recreate) を使うか、新しいノードを置いてください。
Load Image Batch From Dir (Inspire) / Load Images (Path) ノード
フォルダ内の画像をまとめて Batch にします。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 24,
"last_link_id": 30,
"nodes": [
{
"id": 9,
"type": "PreviewImage",
"pos": [
1029.1478669725964,
253.0512511271517
],
"size": [
422.9744601491934,
466.20921868865173
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 30
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 24,
"type": "VHS_LoadImagesPath",
"pos": [
664.0692493724947,
518.9129093127292
],
"size": [
292.45143808418436,
456.45143808418436
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [
{
"name": "meta_batch",
"shape": 7,
"type": "VHS_BatchManager",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": []
},
{
"name": "MASK",
"type": "MASK",
"links": null
},
{
"name": "frame_count",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-videohelpersuite",
"ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2",
"Node name for S&R": "VHS_LoadImagesPath"
},
"widgets_values": {
"directory": "E:\\working\\Vivi",
"image_load_cap": 0,
"skip_first_images": 0,
"select_every_nth": 1,
"videopreview": {
"hidden": false,
"paused": false,
"params": {
"image_load_cap": 0,
"skip_first_images": 0,
"select_every_nth": 1,
"filename": "E:\\working\\Vivi",
"type": "path",
"format": "folder"
}
}
},
"color": "#232",
"bgcolor": "#353"
},
{
"id": 23,
"type": "LoadImagesFromDir //Inspire",
"pos": [
664.0692493724947,
251.39556483364825
],
"size": [
292.833435651327,
194
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
30
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
},
{
"name": "INT",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-inspire-pack",
"ver": "1.23.0",
"Node name for S&R": "LoadImagesFromDir //Inspire"
},
"widgets_values": [
"E:\\working\\Vivi",
0,
0,
true,
"None"
],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
30,
23,
0,
9,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1,
"offset": [
-564.0692493724947,
-151.39556483364825
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
- Inspire ノードはソートが可能
- VHS ノードは「N 枚ごとに出力」など追加機能あり
Batch を操作する
Reverse Image Batch ノード
Batch の順番を逆向きにします。
動画の逆再生などに使えます。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 26,
"last_link_id": 29,
"nodes": [
{
"id": 1,
"type": "LoadImage",
"pos": [
437.0238029390012,
281.45517150102967
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
24
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
673.6492743455647,
377.2625981314576
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
7,
25
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"B.png",
"image"
]
},
{
"id": 3,
"type": "LoadImage",
"pos": [
910.2747457521282,
473.0700247618855
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
26
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
]
},
{
"id": 22,
"type": "ImpactMakeImageBatch",
"pos": [
1160.7996273572849,
281.45517150102967
],
"size": [
185.62226026920635,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 24
},
{
"name": "image2",
"type": "IMAGE",
"link": 25
},
{
"name": "image3",
"type": "IMAGE",
"link": 26
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
27,
28
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageBatch"
},
"widgets_values": []
},
{
"id": 9,
"type": "PreviewImage",
"pos": [
1385.927735543855,
404.2965794773552
],
"size": [
210,
433.98852151453366
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 27
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 26,
"type": "PreviewImage",
"pos": [
1637.8569946600876,
281.45517150102967
],
"size": [
217.51816267396066,
559.649240493594
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 29
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 25,
"type": "ReverseImageBatch",
"pos": [
1390.8748200060702,
281.45517150102967
],
"size": [
202.52924227443842,
26
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 28
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
29
]
}
],
"properties": {
"cnr_id": "comfyui-kjnodes",
"ver": "4dfb85dcc52e4315c33170d97bb987baa46d128b",
"Node name for S&R": "ReverseImageBatch"
},
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
2,
4,
0,
2,
0,
"IMAGE"
],
[
7,
4,
0,
7,
0,
"IMAGE"
],
[
24,
1,
0,
22,
0,
"IMAGE"
],
[
25,
4,
0,
22,
1,
"IMAGE"
],
[
26,
3,
0,
22,
2,
"IMAGE"
],
[
27,
22,
0,
9,
0,
"IMAGE"
],
[
28,
22,
0,
25,
0,
"IMAGE"
],
[
29,
25,
0,
26,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.2392655498489553,
"offset": [
-337.0238029390012,
-181.45517150102967
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
RepeatImageBatch ノード
Batch 全体を指定回数繰り返します。
ImageBatchRepeatInterleaving ノード
各フレームを指定数だけ繰り返します。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 29,
"last_link_id": 33,
"nodes": [
{
"id": 9,
"type": "PreviewImage",
"pos": [
1305.354512143779,
513.4603015032661
],
"size": [
1161.4605890107348,
258
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 31
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 29,
"type": "PreviewImage",
"pos": [
1304.9908297632537,
833.182791747073
],
"size": [
1163.5208584988297,
258
],
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 33
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 4,
"type": "LoadImage",
"pos": [
471.39254659139357,
648.6199396156832
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
7,
25
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"B.png",
"image"
]
},
{
"id": 3,
"type": "LoadImage",
"pos": [
471.39254659139357,
1011.4886147737874
],
"size": [
214.080078125,
314.0000000000001
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
26
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
]
},
{
"id": 22,
"type": "ImpactMakeImageBatch",
"pos": [
773.3983709772352,
724.6079002014566
],
"size": [
185.62226026920635,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 24
},
{
"name": "image2",
"type": "IMAGE",
"link": 25
},
{
"name": "image3",
"type": "IMAGE",
"link": 26
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
30,
32
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageBatch"
},
"widgets_values": []
},
{
"id": 1,
"type": "LoadImage",
"pos": [
471.39254659139357,
285.7512644575787
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
24
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
]
},
{
"id": 27,
"type": "RepeatImageBatch",
"pos": [
1012.4224669640521,
513.4603015032661
],
"size": [
210,
58
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 30
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
31
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "RepeatImageBatch"
},
"widgets_values": [
3
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 28,
"type": "ImageBatchRepeatInterleaving",
"pos": [
1012.4224669640521,
827.5654410675616
],
"size": [
272.36689177371625,
78
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 32
},
{
"name": "mask",
"shape": 7,
"type": "MASK",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
33
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-kjnodes",
"ver": "4dfb85dcc52e4315c33170d97bb987baa46d128b",
"Node name for S&R": "ImageBatchRepeatInterleaving"
},
"widgets_values": [
3
],
"color": "#323",
"bgcolor": "#535"
}
],
"links": [
[
2,
4,
0,
2,
0,
"IMAGE"
],
[
7,
4,
0,
7,
0,
"IMAGE"
],
[
24,
1,
0,
22,
0,
"IMAGE"
],
[
25,
4,
0,
22,
1,
"IMAGE"
],
[
26,
3,
0,
22,
2,
"IMAGE"
],
[
30,
22,
0,
27,
0,
"IMAGE"
],
[
31,
27,
0,
9,
0,
"IMAGE"
],
[
32,
22,
0,
28,
0,
"IMAGE"
],
[
33,
28,
0,
29,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.6995330953034977,
"offset": [
-371.39254659139357,
-185.7512644575787
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
上: RepeatImageBatch
下: ImageBatchRepeatInterleaving
Batch から取り出す
ImageFromBatch ノード
Batch から任意の位置の画像を取り出します。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 26,
"last_link_id": 32,
"nodes": [
{
"id": 26,
"type": "PreviewImage",
"pos": [
1282.465927819887,
251.39556483364825
],
"size": [
210,
258
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 32
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 9,
"type": "PreviewImage",
"pos": [
1014.0591784986361,
402.39226643827953
],
"size": [
210,
258
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 30
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 23,
"type": "LoadImagesFromDir //Inspire",
"pos": [
664.0692493724947,
251.39556483364825
],
"size": [
292.833435651327,
194
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
30,
31
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
},
{
"name": "INT",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-inspire-pack",
"ver": "1.23.0",
"Node name for S&R": "LoadImagesFromDir //Inspire"
},
"widgets_values": [
"E:\\working\\num",
0,
0,
false,
"None"
]
},
{
"id": 25,
"type": "ImageFromBatch",
"pos": [
1014.6843064218543,
251.39556483364825
],
"size": [
210,
82
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 31
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
32
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "ImageFromBatch"
},
"widgets_values": [
3,
4
],
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
30,
23,
0,
9,
0,
"IMAGE"
],
[
31,
23,
0,
25,
0,
"IMAGE"
],
[
32,
25,
0,
26,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.2392655498489547,
"offset": [
-566.4900380407229,
-150.58863527757217
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
batch_index: 取り出す位置（0 始まり）length: Batch の枚数
Get Image or Mask Range From Batch ノード
一定範囲の画像（またはマスク）をまとめて取り出します。
Select Every Nth Image ノード（Video Helper Suite）
N 枚飛ばしでフレームを取得します。
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 28,
"last_link_id": 35,
"nodes": [
{
"id": 23,
"type": "LoadImagesFromDir //Inspire",
"pos": [
664.0692493724947,
251.39556483364825
],
"size": [
292.833435651327,
194
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
30,
34
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
},
{
"name": "INT",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-inspire-pack",
"ver": "1.23.0",
"Node name for S&R": "LoadImagesFromDir //Inspire"
},
"widgets_values": [
"E:\\working\\num",
0,
0,
false,
"None"
]
},
{
"id": 26,
"type": "PreviewImage",
"pos": [
1311.8088207681085,
251.39556483364825
],
"size": [
248.0123840465592,
284.6753572256557
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 35
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 9,
"type": "PreviewImage",
"pos": [
1002.9222168569252,
416.9970245193258
],
"size": [
210,
258
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 30
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 28,
"type": "VHS_SelectEveryNthImage",
"pos": [
998.2688388334651,
251.39556483364825
],
"size": [
272.173828125,
102
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 34
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
35
]
},
{
"name": "count",
"type": "INT",
"links": null
}
],
"properties": {
"cnr_id": "comfyui-videohelpersuite",
"ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2",
"Node name for S&R": "VHS_SelectEveryNthImage"
},
"widgets_values": {
"select_every_nth": 3,
"skip_first_images": 0
},
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
30,
23,
0,
9,
0,
"IMAGE"
],
[
34,
23,
0,
28,
0,
"IMAGE"
],
[
35,
28,
0,
26,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 1.1266050453172323,
"offset": [
-564.0692493724947,
-151.39556483364825
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
select_every_nth: 取り出す間隔skip_first_images: 先頭の枚数を飛ばす
Batch ↔ List の変換
動画や Batch を読み込んだあと、1 枚ずつ処理したい場合は List に変換します。
Image Batch to Image List ノード
{
"id": "51a0cfff-124a-46df-9bad-bbc9273d5bfe",
"revision": 0,
"last_node_id": 32,
"last_link_id": 36,
"nodes": [
{
"id": 1,
"type": "LoadImage",
"pos": [
437.0238029390012,
281.45517150102967
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
15
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"A.png",
"image"
]
},
{
"id": 4,
"type": "LoadImage",
"pos": [
673.6492743455648,
377.2625981314576
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
2,
7,
16
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"B.png",
"image"
]
},
{
"id": 3,
"type": "LoadImage",
"pos": [
910.2747457521281,
473.0700247618855
],
"size": [
214.080078125,
314
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
17
]
},
{
"name": "MASK",
"type": "MASK",
"links": null
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"C.png",
"image"
]
},
{
"id": 20,
"type": "ImpactMakeImageBatch",
"pos": [
1161.2693345106477,
281.45517150102967
],
"size": [
156.6236328125,
86
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "image1",
"shape": 7,
"type": "IMAGE",
"link": 15
},
{
"name": "image2",
"type": "IMAGE",
"link": 16
},
{
"name": "image3",
"type": "IMAGE",
"link": 17
},
{
"name": "image4",
"type": "IMAGE",
"link": null
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
22
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactMakeImageBatch"
}
},
{
"id": 9,
"type": "PreviewImage",
"pos": [
1613.5972559487655,
281.45517150102967
],
"size": [
382.21527822393386,
419.8973366170528
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 23
}
],
"outputs": [],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.73",
"Node name for S&R": "PreviewImage"
},
"widgets_values": []
},
{
"id": 24,
"type": "ImpactImageBatchToImageList",
"pos": [
1353.834191383092,
281.45517150102967
],
"size": [
223.82184050572906,
26
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "image",
"type": "IMAGE",
"link": 22
}
],
"outputs": [
{
"name": "IMAGE",
"shape": 6,
"type": "IMAGE",
"links": [
23
]
}
],
"properties": {
"cnr_id": "comfyui-impact-pack",
"ver": "61bd8397a18e7e7668e6a24e95168967768c2bed",
"Node name for S&R": "ImpactImageBatchToImageList"
},
"color": "#232",
"bgcolor": "#353"
}
],
"links": [
[
2,
4,
0,
2,
0,
"IMAGE"
],
[
7,
4,
0,
7,
0,
"IMAGE"
],
[
15,
1,
0,
20,
0,
"IMAGE"
],
[
16,
4,
0,
20,
1,
"IMAGE"
],
[
17,
3,
0,
20,
2,
"IMAGE"
],
[
22,
20,
0,
24,
0,
"IMAGE"
],
[
23,
24,
0,
9,
0,
"IMAGE"
]
],
"groups": [],
"config": {},
"extra": {
"ds": {
"scale": 0.9310785498489526,
"offset": [
-335.94977969986394,
-181.45517150102967
]
},
"frontendVersion": "1.30.6",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}
逆に List を Batch にまとめるノードもあります。
Image List to Image Batchノード