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"on_true", "shape": 7, "type": "IMAGE", "link": 852 }, { "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" }, "link": 848 } ], "outputs": [ { "name": "output", "type": "IMAGE", "links": [ 845, 847, 853 ] } ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "widgets_values": [ false ], "widgets_values_named": { "switch": false } }, { "id": 332, "type": "ConditioningConcat", "pos": [ 1458.4886801829225, 801.9130240186195 ], "size": [ 236.03333282470703, 46 ], "flags": {}, "order": 41, "mode": 0, "inputs": [ { "name": "conditioning_to", "type": "CONDITIONING", "link": 649 }, { "name": "conditioning_from", "type": "CONDITIONING", "link": 653 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 827 ] } ], "properties": { "Node name for S&R": "ConditioningConcat" } }, { "id": 443, "type": "Note", "pos": [ 760.1564536515702, 190.35089958234343 ], "size": [ 385.77052972666434, 111.26785857756045 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "You can take the conditioning from here. \n\njust be mindful more than what you think can bleed into the final output.\n\nFor example: lighting and texture can hint its real life or CG. " ], "widgets_values_named": { "text": "You can take the conditioning from here. \n\njust be mindful more than what you think can bleed into the final output.\n\nFor example: lighting and texture can hint its real life or CG. " }, "color": "#432", "bgcolor": "#653" }, { "id": 379, "type": "ResizeImageMaskNode", "pos": [ 4497.862866670664, -344.80853251690337 ], "size": [ 270, 154 ], "flags": {}, "order": 47, "mode": 4, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 747 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 748 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "widgets_values": [ "scale dimensions", 1920, 1080, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.width": 1920, "resize_type.height": 1080, "resize_type.crop": "center", "scale_method": "area" } }, { "id": 416, "type": "ImageCompositeMasked", "pos": [ 450.64390809453465, 1247.655147253294 ], "size": [ 271.6666625976562, 146 ], "flags": {}, "order": 36, "mode": 0, "inputs": [ { "name": "destination", "type": "IMAGE", "link": 818 }, { "name": "source", "type": "IMAGE", "link": 847 }, { "name": "mask", "shape": 7, "type": "MASK", "link": 808 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 819 ] } ], "properties": { "Node name for S&R": "ImageCompositeMasked" }, "widgets_values": [ 0, 0, false ], "widgets_values_named": { "x": 0, "y": 0, "resize_source": false } }, { "id": 419, "type": "EmptyImage", "pos": [ 62.7222675176174, 1350.3008545087303 ], "size": [ 270, 130 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 818 ] } ], "properties": { "Node name for S&R": "EmptyImage" }, "widgets_values": [ 1024, 1024, 1, 0 ], "widgets_values_named": { "width": 1024, "height": 1024, "batch_size": 1, "color": 0 } }, { "id": 445, "type": "Note", "pos": [ -2188.962899385266, 226.50877850886704 ], "size": [ 370.3903534595179, 158.86689524025655 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "- The SAM3 segmenter can be finicky at times, tune the threshold and refine_iteration.\n\n- Mute (ctrl+m) or bypass (ctrl+b) preview node as needed, they are their debug and observe middle steps and if anything is going wrong.\n\n- Might be easier if you split this out into another workflow for image refining as this isn't exactly upload outfit image and it just works (thanks Todd).\n" ], "widgets_values_named": { "text": "- The SAM3 segmenter can be finicky at times, tune the threshold and refine_iteration.\n\n- Mute (ctrl+m) or bypass (ctrl+b) preview node as needed, they are their debug and observe middle steps and if anything is going wrong.\n\n- Might be easier if you split this out into another workflow for image refining as this isn't exactly upload outfit image and it just works (thanks Todd).\n" }, "color": "#432", "bgcolor": "#653" }, { "id": 446, "type": "Note", "pos": [ -1976.7572549009572, 611.5816086264168 ], "size": [ 281.64078393304885, 177.21995911700594 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Try to match the themes and styles as your main prompt (eg. real life, anime, Cyberpunk 2077). " ], "widgets_values_named": { "text": "Try to match the themes and styles as your main prompt (eg. real life, anime, Cyberpunk 2077). 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"image", "type": "IMAGE", "link": 647 }, { "label": "object", "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 804 }, { "name": "bboxes", "shape": 7, "type": "BOUNDING_BOX", "link": null }, { "name": "positive_coords", "shape": 7, "type": "STRING", "link": null }, { "name": "negative_coords", "shape": 7, "type": "STRING", "link": null } ], "outputs": [ { "name": "masks", "type": "MASK", "links": [ 645 ] }, { "name": "bboxes", "type": "BOUNDING_BOX", "links": [] } ], "properties": { "ue_properties": { "widget_ue_connectable": { "text": true }, "version": "7.7", "input_ue_unconnectable": {} }, "cnr_id": "comfy-core", "ver": "0.19.3", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "previewExposures": [] }, "widgets_values": [ "clothing, white neck piece, white cuff:2", 0.9500000000000005, 3, false, "sam3.1_multiplex_fp16.safetensors" ], "widgets_values_named": { 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"cnr_id": "comfy-core", "ver": "0.19.3", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "previewExposures": [] }, "widgets_values": [ "clothing, white neck piece, white cuff:2", 0.5999999999999999, 3, false, "sam3.1_multiplex_fp16.safetensors" ], "widgets_values_named": { "text": "clothing, white neck piece, white cuff:2", "threshold": 0.5999999999999999, "refine_iterations": 3, "individual_masks": false, "ckpt_name": "sam3.1_multiplex_fp16.safetensors" } }, { "id": 422, "type": "LoadImage", "pos": [ -1620.8764068752205, 1260.9846417703006 ], "size": [ 282.83333587646484, 314.0000000000002 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 851 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage" }, "widgets_values": [ "ComfyUI_temp_mzprn_00039_.png [temp]", "image" ], "widgets_values_named": { "image": "ComfyUI_temp_mzprn_00039_.png [temp]", "upload": "image" } }, { "id": 398, "type": "PrimitiveStringMultiline", "pos": [ -1612.0879402150595, 594.4675530527658 ], "size": [ 280.51195862441, 95.52613575760245 ], "flags": {}, "order": 14, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 841 ] } ], "title": "Style prompt for re-envisioning", "properties": { "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "CGI game render of outfit\n" ], "widgets_values_named": { "value": "CGI game render of outfit\n" } }, { "id": 440, "type": "PrimitiveBoolean", "pos": [ -1635.3423811138466, 1135.3423818327378 ], "size": [ 304.91130941845574, 76.41900010375389 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [ { "name": "BOOLEAN", "type": "BOOLEAN", "links": [ 848 ] } ], "title": "Use custom image below directly", "properties": { "Node name for S&R": "PrimitiveBoolean" }, "widgets_values": [ true ], "widgets_values_named": { "value": true } }, { "id": 448, "type": "Note", "pos": [ -1896.1738765300647, 1278.6023751175221 ], "size": [ 210, 88 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Once you got a good outfit image, you should enable this this step." ], "widgets_values_named": { "text": "Once you got a good outfit image, you should enable this this step." }, "color": "#432", "bgcolor": "#653" }, { "id": 378, "type": "EmptyLatentImage", "pos": [ 2697.552289072981, -32.10734148466947 ], "size": [ 320, 170 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [ { "name": "LATENT", "type": "LATENT", "slot_index": 0, "links": [ 854 ] } ], "title": "720p Empty Latent Image", "properties": { "Node name for S&R": "EmptyLatentImage", "cnr_id": "comfy-core", "ver": "0.25.0" }, "widgets_values": [ 1280, 720, 1 ], "widgets_values_named": { "width": 1280, "height": 720, "batch_size": 1 } }, { "id": 328, "type": "PreviewImage", "pos": [ 295.95437088891924, -34.83111972063075 ], "size": [ 384.4387656885524, 291.00164713206595 ], "flags": {}, "order": 30, "mode": 2, "inputs": [ { "name": "images", "type": "IMAGE", "link": 646 }, { "name": "onTrigger", "nameLocked": true, "type": -1, "link": null } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [] }, { "name": "onExecuted", "nameLocked": true, "type": -1, "links": null } ], "properties": { "Node name for S&R": "PreviewImage" }, "widgets_values": [], "widgets_values_named": {} }, { "id": 421, "type": "PreviewImage", "pos": [ -398.6522163992746, 937.1724876492127 ], "size": [ 227.82801614326502, 266 ], "flags": {}, "order": 33, "mode": 2, "inputs": [ { "name": "images", "type": "IMAGE", "link": 824 }, { "name": "onTrigger", "nameLocked": true, "type": -1, "link": null } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [] }, { "name": "onExecuted", "nameLocked": true, "type": -1, "links": null } ], "properties": { "Node name for S&R": "PreviewImage" }, "widgets_values": [], "widgets_values_named": {} }, { "id": 420, "type": "PreviewImage", "pos": [ 780.7827610272129, 1251.9217245428003 ], "size": [ 384.4387656885524, 291.00164713206595 ], "flags": {}, "order": 38, "mode": 2, "inputs": [ { "name": "images", "type": "IMAGE", "link": 819 }, { "name": "onTrigger", "nameLocked": true, "type": -1, "link": null } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [] }, { "name": "onExecuted", "nameLocked": true, "type": -1, "links": null } ], "properties": { "Node name for S&R": "PreviewImage" }, "widgets_values": [], "widgets_values_named": {} }, { "id": 418, "type": "TextEncodeKrea2", "pos": [ 429.1581051805928, 796.8032205859053 ], "size": [ 400, 284 ], "flags": {}, "order": 37, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 828 }, { "name": "system_prompt", "shape": 7, "type": "STRING", "link": 820 }, { "name": "image1", "shape": 7, "type": "IMAGE", "link": 853 }, { "name": "mask1", "shape": 7, "type": "MASK", "link": 816 }, { "name": "image2", "type": "IMAGE", "link": null }, { "name": "mask2", "type": "MASK", "link": null } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 822 ] } ], "properties": { "Node name for S&R": "TextEncodeKrea2" }, "widgets_values": [ "Agent dress uniform with high heels.", 1, 0, "before prompt", false ], "widgets_values_named": { "prompt": "Agent dress uniform with high heels.", "vision_megapixels": 1, "mask_padding": 0, "vision_position": "before prompt", "print_prompt": false } }, { "id": 442, "type": "Note", "pos": [ 868.5340581235267, 915.1188254579688 ], "size": [ 302.88995412611143, 177.4551072391622 ], "flags": {}, "order": 18, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "This is the heart of this block after all that pre-processing. Add some prompts about the outfit and associate to the character/zakos like this example.\n\nSet the multiplier to adjust its effects on the output\n" ], "widgets_values_named": { "text": "This is the heart of this block after all that pre-processing. Add some prompts about the outfit and associate to the character/zakos like this example.\n\nSet the multiplier to adjust its effects on the output\n" }, "color": "#432", "bgcolor": "#653" }, { "id": 313, "type": "PreviewImage", "pos": [ 3756.3108209742927, -347.6728850282638 ], "size": [ 621.5595357264378, 414.2709282091612 ], "flags": {}, "order": 46, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 620 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 747 ] } ], "properties": { "Node name for S&R": "PreviewImage" }, "widgets_values": [], "widgets_values_named": {} }, { "id": 447, "type": "Note", "pos": [ 1451.1874156232484, 986.8321844747343 ], "size": [ 302.88995412611143, 88 ], "flags": {}, "order": 19, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "This zero block is just to feed nothing of the same data shape, you can chain more conditioning. In this example, there are 2:\n- Main prompt\n- Uniform prompt" ], "widgets_values_named": { "text": "This zero block is just to feed nothing of the same data shape, you can chain more conditioning. In this example, there are 2:\n- Main prompt\n- Uniform prompt" }, "color": "#432", "bgcolor": "#653" }, { "id": 307, "type": "CLIPLoader", "pos": [ -2556.4257643216147, -192.91719717572664 ], "size": [ 450, 170 ], "flags": {}, "order": 20, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 654, 655, 828 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "ver": "0.25.0", "models": [ { "name": "qwen3vl_4b_fp8_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Krea-2/resolve/main/text_encoders/qwen3vl_4b_fp8_scaled.safetensors", "directory": "text_encoders" } ] }, "widgets_values": [ "qwen3_vl_4b_nvfp4_full.safetensors", "krea2", "default" ], "widgets_values_named": { "clip_name": "qwen3_vl_4b_nvfp4_full.safetensors", "type": "krea2", "device": "default" } }, { "id": 319, "type": "CLIPTextEncode", "pos": [ 2044.0466167863824, -224.74470853491636 ], "size": [ 238.30535577178705, 116.2545739219446 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 655 }, { "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 855 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 834 ] } ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "" ], "widgets_values_named": { "text": "" } }, { "id": 426, "type": "PrimitiveStringMultiline", "pos": [ 1596.377941851849, -731.321406685133 ], "size": [ 366.4702075275702, 358.67837937972 ], "flags": {}, "order": 21, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 855 ] } ], "title": "CLIP Text Encode (Prompt)", "properties": { "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "Scene in 3d anime render. Located in castle ruins. No blur\n\nShadoz is a organization consisting of mature adult agents. Agents have various hairstyles with smooth skin. Agents wear high heels.\n\nfour agents sitting on floor lined up against a wall, arms raised, bare legs straight, hands up, fear in the background, eyes looking up at captor.\n\nsword blade out from the left pointed at agents as a threat." ], "widgets_values_named": { "value": "Scene in 3d anime render. Located in castle ruins. No blur\n\nShadoz is a organization consisting of mature adult agents. Agents have various hairstyles with smooth skin. Agents wear high heels.\n\nfour agents sitting on floor lined up against a wall, arms raised, bare legs straight, hands up, fear in the background, eyes looking up at captor.\n\nsword blade out from the left pointed at agents as a threat." } } ], "links": [ [ 616, 308, 0, 310, 0, "MODEL" ], [ 618, 310, 0, 312, 0, "LATENT" ], [ 620, 312, 0, 313, 0, "IMAGE" ], [ 625, 316, 0, 310, 2, "CONDITIONING" ], [ 628, 317, 0, 312, 1, "VAE" ], [ 634, 320, 0, 316, 0, "CONDITIONING" ], [ 635, 320, 0, 310, 1, "CONDITIONING" ], [ 639, 325, 0, 324, 1, "STRING" ], [ 641, 327, 0, 324, 3, "MASK" ], [ 642, 329, 0, 326, 0, "IMAGE" ], [ 643, 333, 0, 326, 1, "IMAGE" ], [ 644, 327, 0, 326, 2, "MASK" ], [ 645, 330, 0, 327, 0, "MASK" ], [ 646, 326, 0, 328, 0, "IMAGE" ], [ 647, 333, 0, 330, 0, "IMAGE" ], [ 649, 331, 0, 332, 0, "CONDITIONING" ], [ 650, 334, 0, 333, 0, "IMAGE" ], [ 652, 331, 0, 335, 0, "CONDITIONING" ], [ 653, 335, 0, 332, 1, "CONDITIONING" ], [ 654, 307, 0, 324, 0, "CLIP" ], [ 655, 307, 0, 319, 0, 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"IMAGE" ], [ 852, 441, 0, 439, 1, "IMAGE" ], [ 853, 439, 0, 418, 2, "IMAGE" ], [ 854, 378, 0, 310, 3, "LATENT" ], [ 855, 426, 0, 319, 1, "STRING" ] ], "groups": [ { "id": 14, "title": "Uniform prompt", "bounding": [ -1641.963374808173, -108.01518984353505, 2890.0988202441304, 1705.4923167109246 ], "color": "#3f789e", "flags": {} }, { "id": 16, "title": "Re-visioning the uniform", "bounding": [ -1321.7444541452198, 701.5703918591096, 1188.799535319623, 524.5479848570676 ], "color": "#3f789e", "flags": {} }, { "id": 17, "title": "Extract and interpret the outfit", "bounding": [ -1302.2036502575043, -65.1077891842737, 2034.9185604387285, 717.4079175905008 ], "color": "#3f789e", "flags": {} } ], "definitions": { "subgraphs": [ { "id": "d4d3d423-8143-49e7-9ca1-6896e61ec881", "version": 1, "state": { "lastGroupId": 17, "lastNodeId": 448, "lastLinkId": 855, "lastRerouteId": 20 }, "revision": 0, "config": {}, "name": "Image Segmentation (SAM3)", "description": "Segments images into masks using 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