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], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 84, 86 ] } ], "title": "Inpainting caption", "properties": { "cnr_id": "comfy-core", "ver": "0.24.0", "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "" ] }, { "id": 21, "type": "OpenAI.CaptionImage", "pos": [ 2476.322065996298, 1860.6344725759527 ], "size": [ 404.01242186214677, 424.02285419473446 ], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "name": "image_in", "type": "IMAGE", "link": 60 } ], "outputs": [ { "name": "text_out", "type": "STRING", "links": [ 55, 61 ] } ], "properties": { "aux_id": "ComfyUI-Workflow/ComfyUI-OpenAI", "ver": "89e2e57b02d3865aa9349076d2f373513e8afd0b", "Node name for S&R": "OpenAI.CaptionImage" }, "widgets_values": [ "gpt-4o", "http://127.0.0.1:8081/v1", "none", "You are a prompt generation AI\nUSE THIS GUIDE for Ideogram 4.\n\nIdeogram 4 text2image is trained exclusively on **structured JSON captions**\n\n\n```\n{\n \"high_level_description\": \"A golden retriever riding a skateboard down a sunny sidewalk.\",\n \"style_description\": {\n \"aesthetics\": \"warm, playful, vibrant\",\n \"lighting\": \"bright afternoon sunlight, long soft shadows\",\n \"photo\": \"shallow depth of field, eye-level, 85mm lens\",\n \"medium\": \"photograph\",\n \"color_palette\": [\"#F5C542\", \"#87CEEB\", \"#4A4A4A\", \"#FFFFFF\", \"#2E8B57\"]\n },\n \"compositional_deconstruction\": {\n \"background\": \"A sun-drenched suburban sidewalk lined with green hedges and a white picket fence. Dappled light filters through overhead trees.\",\n \"elements\": [\n {\"type\": \"obj\", \"bbox\": [200, 300, 800, 900], \"desc\": \"A golden retriever with a fluffy coat, standing on a red skateboard with all four paws. Its tongue is out and ears are flapping in the wind.\"},\n {\"type\": \"obj\", \"bbox\": [250, 750, 750, 950], \"desc\": \"A worn red skateboard with black wheels rolling along the concrete sidewalk.\"}\n ]\n }\n}\n\nThe full caption schema has three top-level fields:\n\n1. `high_level_description` — optional string, but strongly recommended.\n2. `style_description` — optional object.\n3. `compositional_deconstruction` — **required** object.\n\n`compositional_deconstruction` must always be present. Within it, both\n`background` and `elements` are required.\n\n### `high_level_description`\n\nA one- or two-sentence summary of the entire image. Strongly recommended in every prompt.\n\n```\n\"high_level_description\": \"A medium-shot photograph of a barista pouring latte art in a cozy cafe.\"\n```\n\n### `style_description`\n\nControls the visual style, lighting, medium, and color palette.\n\n`style_description` must contain **exactly one** of:\n\n- `photo` — for photographic captions (paired with `medium: \"photograph\"`).\n- `art_style` — for non-photographic captions (illustration, painting, 3D render, etc.).\n\n`aesthetics`, `lighting`, and `medium` are also required when `style_description` is present. `color_palette` is optional.\n\n**Key order is strict** and depends on which of `photo` / `art_style` is used:\n\n| Caption type | Required key order |\n| :----------- | :----------------- |\n| Photo (uses `photo`) | `aesthetics`, `lighting`, `photo`, `medium`, `color_palette` |\n| Non-photo (uses `art_style`) | `aesthetics`, `lighting`, `medium`, `art_style`, `color_palette` |\n\n`color_palette` is the only field in this list that may be omitted; if it is included it must remain in the final position.\n\nField descriptions:\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `aesthetics` | string | Aesthetic keywords (e.g. \"moody, cinematic, desaturated\") |\n| `lighting` | string | Lighting description (e.g. \"golden hour, rim light, dramatic shadows\") |\n| `photo` | string | Camera/lens details for photographic outputs (e.g. \"35mm, f/1.4, bokeh\"). Use this OR `art_style`, not both. |\n| `medium` | string | Medium type: `\"photograph\"`, `\"illustration\"`, `\"3d_render\"`, `\"painting\"`, `\"graphic_design\"`, etc. |\n| `art_style` | string | Art style description for non-photo captions (e.g. \"flat vector illustration, bold outlines\"). Use this OR `photo`, not both. |\n| `color_palette` | list[str] | Hex color codes that steer the image's dominant colors. Up to 16 entries. |\n\n### `compositional_deconstruction`\n\nProvides fine-grained spatial control over the image layout using bounding\nboxes and per-element descriptions. Both fields below are required.\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `background` | string | Description of the background/environment (required) |\n| `elements` | list[dict] | List of elements with optional bounding boxes (required) |\n\n`background` must come before `elements`.\n\nEach element in `elements` must follow a fixed **key order** depending on its\ntype. `bbox` and `color_palette` are optional within an element; if present they\nmust appear in the positions shown below.\n\n| Type | Required key order |\n| :--- | :----------------- |\n| `\"obj\"` | `type`, `bbox`, `desc`, `color_palette` |\n| `\"text\"` | `type`, `bbox`, `text`, `desc`, `color_palette` |\n\nField descriptions:\n\n| Field | Type | Description |\n| :---- | :--- | :---------- |\n| `type` | string | `\"obj\"` for objects/subjects, `\"text\"` for in-image text |\n| `bbox` | list[int] | `[y_min, x_min, y_max, x_max]` in normalized `0–1000` coordinates (origin at top-left). Optional. |\n| `desc` | string | Detailed description of the element |\n| `text` | string | (only for `type: \"text\"`) The literal text to render |\n| `color_palette` | list[str] | Optional per-element palette. Up to 5 hex entries. |\n\n**Key ordering matters.** The model was trained on JSON with a consistent key\norder, so maintaining it improves generation quality. The pipeline runs\n[`CaptionVerifier`](../src/ideogram4/caption_verifier.py) on every prompt and emits\nwarnings for unknown keys, missing required keys, or out-of-order keys.\n\n**Hex color format.** Colors in `color_palette` must be uppercase\n`#RRGGBB` strings (e.g. `#1B1B2F`, not `#1b1b2f` or `#fff`).\n\n**Encoding.** When serializing with Python's `json` module, pass\n`separators=(\",\", \":\")` and `ensure_ascii=False`.\n`CaptionVerifier` warns when it detects `\\uXXXX` escapes with no literal\nnon-ASCII characters in the raw text.\n\n## Color palette conditioning\n\nOne of Ideogram 4's distinctive features is **color palette control**. By\nproviding a `color_palette` array of hex colors in `style_description`, you\ncan steer the dominant colors of the generated image.\n\n```\n\"style_description\": {\n \"aesthetics\": \"moody, cinematic\",\n \"lighting\": \"low-key, deep shadows\",\n \"photo\": \"35mm, f/1.4\",\n \"medium\": \"photograph\",\n \"color_palette\": [\"#1B1B2F\", \"#162447\", \"#1F4068\", \"#E43F5A\", \"#F5F5F5\"]\n}\n```\n\n### Example: corporate design palette\n\n```\n{\n \"high_level_description\": \"A clean, modern business card layout for a tech company.\",\n \"style_description\": {\n \"aesthetics\": \"minimal, professional, geometric\",\n \"lighting\": \"even, diffuse studio lighting\",\n \"medium\": \"graphic_design\",\n \"art_style\": \"flat vector design, generous whitespace, sans-serif typography\",\n \"color_palette\": [\"#FFFFFF\", \"#F0F0F0\", \"#333333\", \"#0066FF\", \"#00CC88\"]\n },\n \"compositional_deconstruction\": {\n \"background\": \"A solid off-white card surface with subtle paper texture.\",\n \"elements\": [\n {\"type\": \"text\", \"text\": \"ACME TECH\", \"desc\": \"Bold dark grey sans-serif company name across the upper third of the card.\"},\n {\"type\": \"text\", \"text\": \"hello@acme.tech\", \"desc\": \"Small blue sans-serif contact email near the bottom of the card.\"}\n ]\n }\n}\n```\n\nReturn json only, no warnings.", "TASK: describe this image as json prompt for Ideogram but change outfit to dark bikini", 2000, 0.4 ] }, { "id": 25, "type": "GrowMaskWithBlur", "pos": [ 2097.585922018854, 2124.76582068338 ], "size": [ 299.84375, 246 ], "flags": {}, "order": 26, "mode": 0, "inputs": [ { "name": "mask", "type": "MASK", "link": 65 } ], "outputs": [ { "name": "mask", "type": "MASK", "links": [ 106 ] }, { "name": "mask_inverted", "type": "MASK", "links": [] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "1.4.7", "Node name for S&R": "GrowMaskWithBlur" }, "widgets_values": [ 6, 0, false, false, 8, 1, 1, true ] }, { "id": 34, "type": "Note", "pos": [ 2110.8865611521637, 1980.6254313140853 ], "size": [ 313.81888243238654, 88 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "to keep face (outpaint):\nSAM2: face, hair 0.25 + invert mask + denoise 0.90\n\nto inpaint:\nSAM2: background, 0.25 + no invert + denoise 0.90" ], "color": "#432", "bgcolor": "#653" }, { "id": 24, "type": "GroundingDinoSAM2Segment (segment anything2)", "pos": [ 2058.5672150080236, 1815.7827486325534 ], "size": [ 379.290625, 122 ], "flags": {}, "order": 22, "mode": 0, "inputs": [ { "name": "sam_model", "type": "SAM2_MODEL", "link": 62 }, { "name": "grounding_dino_model", "type": "GROUNDING_DINO_MODEL", "link": 63 }, { "name": "image", "type": "IMAGE", "link": 64 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": null }, { "name": "MASK", "type": "MASK", "links": [ 65 ] } ], "properties": { "cnr_id": "comfyui-sam2", "ver": "e6d435bd7820c80e45fd7b5ba5038e7bf1d64f6e", "Node name for S&R": "GroundingDinoSAM2Segment (segment anything2)" }, "widgets_values": [ "face, hair", 0.25 ] }, { "id": 35, "type": "Note", "pos": [ 333.9349547262961, 262.4381423564219 ], "size": [ 431.8356939927472, 265.14302679747175 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "nodes", "properties": {}, "widgets_values": [ "int8 nodes\nhttps://github.com/BobJohnson24/ComfyUI-INT8-Fast\n\nint8 models\nhttps://huggingface.co/bertbobson/Ideogram-4-INT8-ConvRot/tree/main\n\nkj prompt builder\nhttps://github.com/kijai/ComfyUI-KJNodes\n\nsam2\nhttps://github.com/neverbiasu/ComfyUI-SAM2\n\nclip to another cuda\nhttps://gist.github.com/city96/30743dfdfe129b331b5676a79c3a8a39\n\nmy OpenAI.CaptionImage node with llama.cpp server\nhttps://github.com/Mozer/ComfyUI-OpenAI\n(you can use online free API from mistral or openrouter)\n\nTG:\nhttp://t.me/tensorbanana\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 17, "type": "PreviewAny", "pos": [ 2076.758593385962, 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