{ "config": {}, "definitions": { "subgraphs": [ { "config": {}, "extra": {}, "groups": [ { "bounding": [ -410, -370, 510, 1230 ], "color": "#3f789e", "flags": {}, "id": 4, "title": "Models (MOSS-Image + color/depth control LoRA)" }, { "bounding": [ 220, -370, 350, 1060 ], "color": "#3f789e", "flags": {}, "id": 5, "title": "Prompt + Depth Control" }, { "bounding": [ 660, -370, 650, 700 ], "color": "#3f789e", "flags": {}, "id": 6, "title": "Sampling" } ], "id": "3d58c0bd-7a87-40a7-bdb5-a209a27f10d7", "inputNode": { "bounding": [ -760, -320, 167.23828125, 388 ], "id": -10 }, "inputs": [ { "id": "6a031269-1977-432e-9141-ea6c804fa5b9", "label": "positive_prompt", "linkIds": [ 200 ], "name": "text", "pos": [ -616.76171875, -296 ], "type": "STRING" }, { "id": "74e8a1a7-a994-4f1c-9fe5-d4dcc3448865", "label": "negative_prompt", "linkIds": [ 201 ], "name": "text_1", "pos": [ -616.76171875, -276 ], "type": "STRING" }, { "id": "b8c16644-c338-4620-9fa4-71c74df3e9e6", "label": "width", "linkIds": [ 204 ], "name": "width", "pos": [ -616.76171875, -256 ], "type": "INT" }, { "id": "b64345dd-2311-4869-bb7b-d9b7bc2cbe72", "label": "height", "linkIds": [ 205 ], "name": "height", "pos": [ -616.76171875, -236 ], "type": "INT" }, { "id": "3139a9ad-cb52-4290-8167-6829b6e76593", "label": "seed", "linkIds": [ 206 ], "name": "noise_seed", "pos": [ -616.76171875, -216 ], "type": "INT" }, { "id": "c0dd95a3-05ce-4883-a766-2765cd5e5e87", "label": "steps", "linkIds": [ 207 ], "name": "steps", "pos": [ -616.76171875, -196 ], "type": "INT" }, { "id": "e7e60b9b-8c23-4431-8233-f49f9dfeb3f2", "label": "cfg", "linkIds": [ 208 ], "name": "cfg", "pos": [ -616.76171875, -176 ], "type": "FLOAT" }, { "id": "f758383e-917d-429e-9e7a-ed08b857db4c", "label": "control_strength", "linkIds": [ 209 ], "name": "strength", "pos": [ -616.76171875, -156 ], "type": "FLOAT" }, { "id": "7f96665b-d1d6-463f-9d66-364091bc514b", "label": "control_start", "linkIds": [ 210 ], "name": "start_percent", "pos": [ -616.76171875, -136 ], "type": "FLOAT" }, { "id": "174c9e64-de13-4a81-bbc7-462eb72485ea", "label": "control_end", "linkIds": [ 211 ], "name": "end_percent", "pos": [ -616.76171875, -116 ], "type": "FLOAT" }, { "id": "feb0e2a5-fe60-4287-a9f8-a2ad8aae75e0", "label": "control_lora_strength", "linkIds": [ 212 ], "name": "strength_model", "pos": [ -616.76171875, -96 ], "type": "FLOAT" }, { "id": "1b979373-4abb-4006-9fa0-14be65681dd2", "label": "unet_model", "linkIds": [ 213 ], "name": "unet_name", "pos": [ -616.76171875, -76 ], "type": "COMBO" }, { "id": "4ee570f0-c586-4a5b-812c-dffbad57a6fe", "linkIds": [ 358 ], "name": "lora_name", "pos": [ -616.76171875, -56 ], "type": "COMBO" }, { "id": "81c6e7e7-8472-4fcb-a559-fc690558e805", "label": "clip_model", "linkIds": [ 214 ], "name": "clip_name", "pos": [ -616.76171875, -36 ], "type": "COMBO" }, { "id": "04337a23-aded-481d-8fd4-866af7d52290", "label": "vae_model", "linkIds": [ 215 ], "name": "vae_name", "pos": [ -616.76171875, -16 ], "type": "COMBO" }, { "id": "b5605b9b-c979-4b5d-9f2f-c2c7ff5dcf20", "label": "depth_map", "linkIds": [ 202 ], "name": "depth_map", "pos": [ -616.76171875, 4 ], "type": "IMAGE" }, { "id": "2cbc7c5f-b244-4c24-b54d-4be7c67de510", "label": "color_map (optional)", "linkIds": [ 203 ], "name": "color_map", "pos": [ -616.76171875, 24 ], "type": "IMAGE" } ], "links": [ { "id": 3, "origin_id": 3, "origin_slot": 0, "target_id": 5, "target_slot": 0, "type": "CLIP" }, { "id": 4, "origin_id": 3, "origin_slot": 0, "target_id": 6, "target_slot": 0, "type": "CLIP" }, { "id": 9, "origin_id": 4, "origin_slot": 0, "target_id": 9, "target_slot": 1, "type": "VAE" }, { "id": 25, "origin_id": 20, "origin_slot": 0, "target_id": 9, "target_slot": 0, "type": "LATENT" }, { "id": 27, "origin_id": 22, "origin_slot": 0, "target_id": 20, "target_slot": 4, "type": "SIGMAS" }, { "id": 35, "origin_id": 2, "origin_slot": 0, "target_id": 20, "target_slot": 0, "type": "MODEL" }, { "id": 36, "origin_id": 2, "origin_slot": 0, "target_id": 22, "target_slot": 0, "type": "MODEL" }, { "id": 59, "origin_id": 16, "origin_slot": 0, "target_id": 36, "target_slot": 0, "type": "MODEL" }, { "id": 69, "origin_id": 36, "origin_slot": 0, "target_id": 2, "target_slot": 0, "type": "MODEL" }, { "id": 91, "origin_id": 1, "origin_slot": 0, "target_id": 49, "target_slot": 0, "type": "MODEL" }, { "id": 94, "origin_id": 21, "origin_slot": 0, "target_id": 20, "target_slot": 3, "type": "SAMPLER" }, { "id": 99, "origin_id": 5, "origin_slot": 0, "target_id": 53, "target_slot": 0, "type": "CONDITIONING" }, { "id": 100, "origin_id": 6, "origin_slot": 0, "target_id": 53, "target_slot": 1, "type": "CONDITIONING" }, { "id": 101, "origin_id": 53, "origin_slot": 0, "target_id": 20, "target_slot": 1, "type": "CONDITIONING" }, { "id": 102, "origin_id": 53, "origin_slot": 1, "target_id": 20, "target_slot": 2, "type": "CONDITIONING" }, { "id": 105, "origin_id": 4, "origin_slot": 0, "target_id": 53, "target_slot": 2, "type": "VAE" }, { "id": 106, "origin_id": 54, "origin_slot": 0, "target_id": 20, "target_slot": 5, "type": "LATENT" }, { "id": 117, "origin_id": 49, "origin_slot": 0, "target_id": 16, "target_slot": 0, "type": "MODEL" }, { "id": 216, "origin_id": 9, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 200, "origin_id": -10, "origin_slot": 0, "target_id": 5, "target_slot": 1, "type": "STRING" }, { "id": 201, "origin_id": -10, "origin_slot": 1, "target_id": 6, "target_slot": 1, "type": "STRING" }, { "id": 204, "origin_id": -10, "origin_slot": 2, "target_id": 54, "target_slot": 0, "type": "INT" }, { "id": 205, "origin_id": -10, "origin_slot": 3, "target_id": 54, "target_slot": 1, "type": "INT" }, { "id": 209, "origin_id": -10, "origin_slot": 7, "target_id": 53, "target_slot": 5, "type": "FLOAT" }, { "id": 210, "origin_id": -10, "origin_slot": 8, "target_id": 53, "target_slot": 6, "type": "FLOAT" }, { "id": 211, "origin_id": -10, "origin_slot": 9, "target_id": 53, "target_slot": 7, "type": "FLOAT" }, { "id": 212, "origin_id": -10, "origin_slot": 10, "target_id": 49, "target_slot": 2, "type": "FLOAT" }, { "id": 213, "origin_id": -10, "origin_slot": 11, "target_id": 1, "target_slot": 0, "type": "COMBO" }, { "id": 358, "origin_id": -10, "origin_slot": 12, "target_id": 49, "target_slot": 1, "type": "COMBO" }, { "id": 214, "origin_id": -10, "origin_slot": 13, "target_id": 3, "target_slot": 0, "type": "COMBO" }, { "id": 215, "origin_id": -10, "origin_slot": 14, "target_id": 4, "target_slot": 0, "type": "COMBO" }, { "id": 202, "origin_id": -10, "origin_slot": 15, "target_id": 53, "target_slot": 4, "type": "IMAGE" }, { "id": 203, "origin_id": -10, "origin_slot": 16, "target_id": 53, "target_slot": 3, "type": "IMAGE" }, { "id": 206, "origin_id": -10, "origin_slot": 4, "target_id": 20, "target_slot": 7, "type": "INT" }, { "id": 208, "origin_id": -10, "origin_slot": 6, "target_id": 20, "target_slot": 8, "type": "FLOAT" }, { "id": 207, "origin_id": -10, "origin_slot": 5, "target_id": 22, "target_slot": 2, "type": "INT" } ], "name": "MOSS-Image Depth Control", "nodes": [ { "bgcolor": "#335", "color": "#223", "flags": {}, "id": 1, "inputs": [ { "link": 213, "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 91 ], "localized_name": "MODEL", "name": "MODEL", "slot_index": 0, "type": "MODEL" } ], "pos": [ -400, -300 ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 490, 90 ], "type": "UNETLoader", "widgets_values": [ "moss_image_sft_int8_convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "moss_image_sft_int8_convrot.safetensors", "weight_dtype": "default" } }, { "flags": {}, "id": 2, "inputs": [ { "link": 69, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "double_layers", "name": "double_layers", "type": "STRING", "widget": { "name": "double_layers" } }, { "link": null, "localized_name": "single_layers", "name": "single_layers", "type": "STRING", "widget": { "name": "single_layers" } }, { "link": null, "localized_name": "start_percent", "name": "start_percent", "type": "FLOAT", "widget": { "name": "start_percent" } }, { "link": null, "localized_name": "end_percent", "name": "end_percent", "type": "FLOAT", "widget": { "name": "end_percent" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 35, 36 ], "localized_name": "MODEL", "name": "MODEL", "slot_index": 0, "type": "MODEL" } ], "pos": [ -400, 360 ], "properties": { "Node name for S&R": "SkipLayerGuidanceDiTSimple", "cnr_id": "comfy-core", "ver": "0.42.0" }, "showAdvanced": true, "size": [ 400, 130 ], "title": "SkipLayerGuidanceDiTSimple (uncond skips block 22)", "type": "SkipLayerGuidanceDiTSimple", "widgets_values": [ "", "24", 0, 1 ], "widgets_values_named": { "double_layers": "", "end_percent": 1, "single_layers": "24", "start_percent": 0 } }, { "flags": {}, "id": 3, "inputs": [ { "link": 214, "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } }, { "link": null, "localized_name": "type", "name": "type", "type": "COMBO", "widget": { "name": "type" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 3, 4 ], "localized_name": "CLIP", "name": "CLIP", "slot_index": 0, "type": "CLIP" } ], "pos": [ -400, 620 ], "properties": { "Node name for S&R": "CLIPLoader", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 490, 120 ], "type": "CLIPLoader", "widgets_values": [ "qwen3.5_9b_int8_convrot.safetensors", "moss_image", "default" ], "widgets_values_named": { "clip_name": "qwen3.5_9b_int8_convrot.safetensors", "device": "default", "type": "moss_image" } }, { "bgcolor": "#533", "color": "#322", "flags": {}, "id": 4, "inputs": [ { "link": 215, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 9, 105 ], "localized_name": "VAE", "name": "VAE", "slot_index": 0, "type": "VAE" } ], "pos": [ -400, 790 ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 490, 60 ], "type": "VAELoader", "widgets_values": [ "flux2-vae.safetensors" ], "widgets_values_named": { "vae_name": "flux2-vae.safetensors" } }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 5, "inputs": [ { "link": 3, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 200, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 99 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "slot_index": 0, "type": "CONDITIONING" } ], "pos": [ 230, -300 ], "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 330, 260 ], "title": "Positive Prompt", "type": "CLIPTextEncode", "widgets_values": [ "realism, a dlsr photograph, A red and white mech with golden glowing eye sockets, buried insisde a lushes green mound summer meadow, soft lens flare, trees blowing in the wind, little butterflies stand on the armor, the mech has exposed wiring and heavily damaged and aged armor" ], "widgets_values_named": { "text": "realism, a dlsr photograph, A red and white mech with golden glowing eye sockets, buried insisde a lushes green mound summer meadow, soft lens flare, trees blowing in the wind, little butterflies stand on the armor, the mech has exposed wiring and heavily damaged and aged armor" } }, { "bgcolor": "#533", "color": "#322", "flags": {}, "id": 6, "inputs": [ { "link": 4, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 201, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 100 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "slot_index": 0, "type": "CONDITIONING" } ], "pos": [ 230, 40 ], "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 330, 180 ], "title": "Negative Prompt", "type": "CLIPTextEncode", "widgets_values": [ "nsfw, worst quality, bad anatomy, watermark, jpeg artifact" ], "widgets_values_named": { "text": "nsfw, worst quality, bad anatomy, watermark, jpeg artifact" } }, { "bgcolor": "#533", "color": "#322", "flags": {}, "id": 9, "inputs": [ { "link": 25, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 9, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 216 ], "localized_name": "IMAGE", "name": "IMAGE", "slot_index": 0, "type": "IMAGE" } ], "pos": [ 1030, 70 ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 210, 50 ], "type": "VAEDecode" }, { "flags": {}, "id": 16, "inputs": [ { "link": 117, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "tsr_k", "name": "tsr_k", "type": "FLOAT", "widget": { "name": "tsr_k" } }, { "link": null, "localized_name": "tsr_sigma", "name": "tsr_sigma", "type": "FLOAT", "widget": { "name": "tsr_sigma" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 59 ], "localized_name": "patched_model", "name": "patched_model", "type": "MODEL" } ], "pos": [ -400, 30 ], "properties": { "Node name for S&R": "TemporalScoreRescaling", "cnr_id": "comfy-core", "ver": "0.42.0" }, "showAdvanced": true, "size": [ 320, 90 ], "type": "TemporalScoreRescaling", "widgets_values": [ 0.95, 1 ], "widgets_values_named": { "tsr_k": 0.95, "tsr_sigma": 1 } }, { "flags": {}, "id": 20, "inputs": [ { "link": 35, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 101, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 102, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 94, "localized_name": "sampler", "name": "sampler", "type": "SAMPLER" }, { "link": 27, "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS" }, { "link": 106, "localized_name": "latent_image", "name": "latent_image", "type": "LATENT" }, { "link": null, "localized_name": "add_noise", "name": "add_noise", "type": "BOOLEAN", "widget": { "name": "add_noise" } }, { "link": 206, "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "link": 208, "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 25 ], "localized_name": "output", "name": "output", "type": "LATENT" }, { "links": null, "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT" } ], "pos": [ 680, 110 ], "properties": { "Node name for S&R": "SamplerCustom", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 280, 230 ], "type": "SamplerCustom", "widgets_values": [ true, 11, "randomize", 3 ], "widgets_values_named": { "add_noise": true, "cfg": 3, "control_after_generate": "randomize", "noise_seed": 11 } }, { "flags": {}, "id": 21, "inputs": [ { "link": null, "localized_name": "solver_type", "name": "solver_type", "type": "COMBO", "widget": { "name": "solver_type" } }, { "link": null, "localized_name": "max_stage", "name": "max_stage", "type": "INT", "widget": { "name": "max_stage" } }, { "link": null, "localized_name": "eta", "name": "eta", "type": "FLOAT", "widget": { "name": "eta" } }, { "link": null, "localized_name": "s_noise", "name": "s_noise", "type": "FLOAT", "widget": { "name": "s_noise" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 94 ], "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER" } ], "pos": [ 680, -290 ], "properties": { "Node name for S&R": "SamplerER_SDE", "cnr_id": "comfy-core", "ver": "0.42.0" }, "showAdvanced": true, "size": [ 270, 130 ], "type": "SamplerER_SDE", "widgets_values": [ "ER-SDE", 3, 1, 1.05 ], "widgets_values_named": { "eta": 1, "max_stage": 3, "s_noise": 1.05, "solver_type": "ER-SDE" } }, { "flags": {}, "id": 22, "inputs": [ { "link": 36, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" } }, { "link": 207, "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "link": null, "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 27 ], "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS" } ], "pos": [ 680, -60 ], "properties": { "Node name for S&R": "BasicScheduler", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 270, 110 ], "type": "BasicScheduler", "widgets_values": [ "simple", 25, 1 ], "widgets_values_named": { "denoise": 1, "scheduler": "simple", "steps": 25 } }, { "flags": {}, "id": 36, "inputs": [ { "link": 59, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "shift", "name": "shift", "type": "FLOAT", "widget": { "name": "shift" } }, { "link": null, "localized_name": "sampling", "name": "sampling", "shape": 7, "type": "COMBO", "widget": { "name": "sampling" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 69 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ -400, 210 ], "properties": { "Node name for S&R": "ModelSamplingAuraFlow", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 270, 90 ], "type": "ModelSamplingAuraFlow", "widgets_values": [ 5, "flow" ], "widgets_values_named": { "sampling": "flow", "shift": 5 } }, { "bgcolor": "#335", "color": "#223", "flags": {}, "id": 49, "inputs": [ { "link": 91, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 358, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": 212, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 117 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ -400, -130 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 490, 90 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "moss_image/moss_image_color_depth_control.safetensors", 1 ], "widgets_values_named": { "lora_name": "moss_image/moss_image_color_depth_control.safetensors", "strength_model": 1 } }, { "flags": {}, "id": 53, "inputs": [ { "link": 99, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 100, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 105, "localized_name": "vae", "name": "vae", "type": "VAE" }, { "link": 203, "localized_name": "color_map", "name": "color_map", "shape": 7, "type": "IMAGE" }, { "link": 202, "localized_name": "depth_map", "name": "depth_map", "shape": 7, "type": "IMAGE" }, { "link": 209, "localized_name": "strength", "name": "strength", "type": "FLOAT", "widget": { "name": "strength" } }, { "link": 210, "localized_name": "start_percent", "name": "start_percent", "type": "FLOAT", "widget": { "name": "start_percent" } }, { "link": 211, "localized_name": "end_percent", "name": "end_percent", "type": "FLOAT", "widget": { "name": "end_percent" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 101 ], "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": [ 102 ], "localized_name": "negative", "name": "negative", "type": "CONDITIONING" } ], "pos": [ 230, 300 ], "properties": { "Node name for S&R": "MOSSImageControl", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 270, 190 ], "type": "MOSSImageControl", "widgets_values": [ 1, 0, 0.6 ], "widgets_values_named": { "end_percent": 0.6, "start_percent": 0, "strength": 1 } }, { "flags": {}, "id": 54, "inputs": [ { "link": 204, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 205, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 106 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 230, 560 ], "properties": { "Node name for S&R": "EmptyLatentImage", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 270, 110 ], "type": "EmptyLatentImage", "widgets_values": [ 1024, 1024, 1 ], "widgets_values_named": { "batch_size": 1, "height": 1024, "width": 1024 } } ], "outputNode": { "bounding": [ 1400, 60, 128, 68 ], "id": -20 }, "outputs": [ { "id": "0e58537a-a20e-4138-8c0f-2e1005215a4f", "linkIds": [ 216 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 1424, 84 ], "type": "IMAGE" } ], "revision": 0, "state": { "lastGroupId": 6, "lastLinkId": 359, "lastNodeId": 95, "lastRerouteId": 0 }, "version": 1, "widgets": [] }, { "config": {}, "extra": {}, "groups": [ { "bounding": [ -1510, -250, 1760, 800 ], "color": "#8A8", "flags": {}, "id": 2, "title": "2 · Output resolution (auto-match input aspect)" }, { "bounding": [ -1180, -760, 1850, 460 ], "color": "#3f789e", "flags": {}, "id": 1, "title": "1 · Control image (photo or depth map)" } ], "id": "882218ff-0ea7-4047-9b12-b79cdc4e9faa", "inputNode": { "bounding": [ -2000, -350, 160.921875, 148 ], "id": -10 }, "inputs": [ { "id": "481fdc0e-e6e5-4158-91d9-196dc182b9cc", "label": "convert_to_depth", "linkIds": [ 349 ], "name": "switch", "pos": [ -1863.078125, -326 ], "type": "BOOLEAN" }, { "id": "ac52fc18-1540-4255-a294-75971bd3b466", "label": "match_input_aspect", "linkIds": [ 352 ], "name": "value_1", "pos": [ -1863.078125, -306 ], "type": "BOOLEAN" }, { "id": "415dfa52-b66b-47a6-88a7-86673ca67201", "label": "megapixels", "linkIds": [ 350 ], "name": "value", "pos": [ -1863.078125, -286 ], "type": "FLOAT" }, { "id": "6b108b42-4770-46d4-9da2-21b769ef94ee", "linkIds": [ 351 ], "name": "aspect_ratio", "pos": [ -1863.078125, -266 ], "type": "COMBO" }, { "id": "432d1cb1-047b-45f4-893b-59c2b2520b80", "linkIds": [ 300, 305, 301 ], "localized_name": "image", "name": "image", "pos": [ -1863.078125, -246 ], "type": "IMAGE" } ], "links": [ { "id": 302, "origin_id": 60, "origin_slot": 0, "target_id": 70, "target_slot": 1, "type": "IMAGE" }, { "id": 310, "origin_id": 76, "origin_slot": 1, "target_id": 84, "target_slot": 0, "type": "INT" }, { "id": 321, "origin_id": 74, "origin_slot": 0, "target_id": 62, "target_slot": 1, "type": "FLOAT" }, { "id": 322, "origin_id": 75, "origin_slot": 0, "target_id": 62, "target_slot": 2, "type": "INT" }, { "id": 312, "origin_id": 85, "origin_slot": 0, "target_id": 86, "target_slot": 0, "type": "STRING" }, { "id": 304, "origin_id": 64, "origin_slot": 0, "target_id": 61, "target_slot": 0, "type": "IMAGE" }, { "id": 323, "origin_id": 62, "origin_slot": 0, "target_id": 81, "target_slot": 0, "type": "INT" }, { "id": 324, "origin_id": 78, "origin_slot": 1, "target_id": 81, "target_slot": 1, "type": "INT" }, { "id": 327, "origin_id": 80, "origin_slot": 0, "target_id": 81, "target_slot": 2, "type": "BOOLEAN" }, { "id": 325, "origin_id": 62, "origin_slot": 1, "target_id": 82, "target_slot": 0, "type": "INT" }, { "id": 326, "origin_id": 79, "origin_slot": 1, "target_id": 82, "target_slot": 1, "type": "INT" }, { "id": 328, "origin_id": 80, "origin_slot": 0, "target_id": 82, "target_slot": 2, "type": "BOOLEAN" }, { "id": 336, "origin_id": 64, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 337, "origin_id": 61, "origin_slot": 0, "target_id": -20, "target_slot": 1, "type": "IMAGE" }, { "id": 332, "origin_id": 81, "origin_slot": 0, "target_id": -20, "target_slot": 2, "type": "INT" }, { "id": 333, "origin_id": 82, "origin_slot": 0, "target_id": -20, "target_slot": 3, "type": "INT" }, { "id": 349, "origin_id": -10, "origin_slot": 0, "target_id": 70, "target_slot": 2, "type": "BOOLEAN" }, { "id": 352, "origin_id": -10, "origin_slot": 1, "target_id": 80, "target_slot": 0, "type": "BOOLEAN" }, { "id": 350, "origin_id": -10, "origin_slot": 2, "target_id": 74, "target_slot": 0, "type": "FLOAT" }, { "id": 351, "origin_id": -10, "origin_slot": 3, "target_id": 62, "target_slot": 0, "type": "COMBO" }, { "id": 300, "origin_id": -10, "origin_slot": 4, "target_id": 60, "target_slot": 0, "type": "IMAGE" }, { "id": 305, "origin_id": -10, "origin_slot": 4, "target_id": 73, "target_slot": 0, "type": "IMAGE" }, { "id": 301, "origin_id": -10, "origin_slot": 4, "target_id": 70, "target_slot": 0, "type": "IMAGE" }, { "id": 306, "origin_id": 73, "origin_slot": 0, "target_id": 76, "target_slot": 0, "type": "INT" }, { "id": 307, "origin_id": 73, "origin_slot": 1, "target_id": 76, "target_slot": 1, "type": "INT" }, { "id": 308, "origin_id": 76, "origin_slot": 1, "target_id": 77, "target_slot": 0, "type": "INT" }, { "id": 309, "origin_id": 76, "origin_slot": 1, "target_id": 87, "target_slot": 0, "type": "INT" }, { "id": 303, "origin_id": 70, "origin_slot": 0, "target_id": 64, "target_slot": 0, "type": "IMAGE" }, { "id": 357, "origin_id": 81, "origin_slot": 0, "target_id": 64, "target_slot": 2, "type": "INT" }, { "id": 356, "origin_id": 82, "origin_slot": 0, "target_id": 64, "target_slot": 3, "type": "INT" }, { "id": 311, "origin_id": 84, "origin_slot": 0, "target_id": 85, "target_slot": 1, "type": "STRING" }, { "id": 313, "origin_id": 77, "origin_slot": 1, "target_id": 78, "target_slot": 0, "type": "INT" }, { "id": 314, "origin_id": 87, "origin_slot": 1, "target_id": 78, "target_slot": 1, "type": "INT" }, { "id": 315, "origin_id": 74, "origin_slot": 0, "target_id": 78, "target_slot": 2, "type": "FLOAT" }, { "id": 316, "origin_id": 75, "origin_slot": 0, "target_id": 78, "target_slot": 3, "type": "INT" }, { "id": 317, "origin_id": 77, "origin_slot": 1, "target_id": 79, "target_slot": 0, "type": "INT" }, { "id": 318, "origin_id": 87, "origin_slot": 1, "target_id": 79, "target_slot": 1, "type": "INT" }, { "id": 319, "origin_id": 74, "origin_slot": 0, "target_id": 79, "target_slot": 2, "type": "FLOAT" }, { "id": 320, "origin_id": 75, "origin_slot": 0, "target_id": 79, "target_slot": 3, "type": "INT" } ], "name": "Preprocess Image", "nodes": [ { "flags": {}, "id": 60, "inputs": [ { "link": 300, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "ckpt_name", "name": "ckpt_name", "shape": 7, "type": "COMBO", "widget": { "name": "ckpt_name" } }, { "link": null, "localized_name": "resolution", "name": "resolution", "shape": 7, "type": "INT", "widget": { "name": "resolution" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 302 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -1100, -670 ], "properties": { "Node name for S&R": "DepthAnythingV2Preprocessor", "aux_id": "Fannovel16/comfyui_controlnet_aux", "cnr_id": "comfyui_controlnet_aux", "ver": "e8b689a513c3e6b63edc44066560ca5919c0576e" }, "size": [ 410, 110 ], "title": "Photo -> Depth (only runs when convert_to_depth is on)", "type": "DepthAnythingV2Preprocessor", "widgets_values": [ "depth_anything_v2_vitl.pth", 768 ], "widgets_values_named": { "ckpt_name": "depth_anything_v2_vitl.pth", "resolution": 768 } }, { "flags": {}, "id": 73, "inputs": [ { "link": 305, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 306 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 307 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": [], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -1500, -180 ], "properties": { "Node name for S&R": "GetImageSize", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 240, 90 ], "title": "Input image size", "type": "GetImageSize" }, { "flags": { "collapsed": false }, "id": 76, "inputs": [ { "label": "a", "link": 306, "localized_name": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 307, "localized_name": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": null, "localized_name": "c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 308, 309, 310 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -1200, -180 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 350, 180 ], "title": "Nearest preset (0-7, Resolution Selector order)", "type": "ComfyMathExpression", "widgets_values": [ "7 if a / b >= 2.0367 else 6 if a / b >= 1.633 else 2 if a / b >= 1.4142 else 4 if a / b >= 1.1547 else 0 if a / b >= 0.866 else 3 if a / b >= 0.7071 else 1 if a / b >= 0.6124 else 5" ], "widgets_values_named": { "expression": "7 if a / b >= 2.0367 else 6 if a / b >= 1.633 else 2 if a / b >= 1.4142 else 4 if a / b >= 1.1547 else 0 if a / b >= 0.866 else 3 if a / b >= 0.7071 else 1 if a / b >= 0.6124 else 5" } }, { "flags": {}, "id": 70, "inputs": [ { "label": "on_false (use upload as-is)", "link": 301, "localized_name": "on_false", "name": "on_false", "shape": 7, "type": "IMAGE" }, { "label": "on_true (photo -> depth)", "link": 302, "localized_name": "on_true", "name": "on_true", "shape": 7, "type": "IMAGE" }, { "label": "convert_to_depth", "link": 349, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 303 ], "localized_name": "output", "name": "output", "type": "IMAGE" } ], "pos": [ -500, -670 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 300, 110 ], "title": "If/Else: Convert to depth map?", "type": "ComfySwitchNode", "widgets_values": [ true ], "widgets_values_named": { "switch": true } }, { "flags": {}, "id": 77, "inputs": [ { "label": "a", "link": 308, "localized_name": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": null, "localized_name": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 313, 317 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -820, -180 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 160 ], "title": "Preset ratio W", "type": "ComfyMathExpression", "widgets_values": [ "1 if a == 0 else 2 if a == 1 else 3 if a == 2 else 3 if a == 3 else 4 if a == 4 else 9 if a == 5 else 16 if a == 6 else 21" ], "widgets_values_named": { "expression": "1 if a == 0 else 2 if a == 1 else 3 if a == 2 else 3 if a == 3 else 4 if a == 4 else 9 if a == 5 else 16 if a == 6 else 21" } }, { "flags": {}, "id": 74, "inputs": [ { "label": "megapixels", "link": 350, "localized_name": "value", "name": "value", "type": "FLOAT", "widget": { "name": "value" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 315, 319, 321 ], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" } ], "pos": [ -1500, -30 ], "properties": { "Node name for S&R": "PrimitiveFloat", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 240, 60 ], "title": "Megapixels (target)", "type": "PrimitiveFloat", "widgets_values": [ 1 ], "widgets_values_named": { "value": 1 } }, { "flags": {}, "id": 75, "inputs": [ { "label": "multiple", "link": null, "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 316, 320, 322 ], "localized_name": "INT", "name": "INT", "type": "INT" } ], "pos": [ -1500, 80 ], "properties": { "Node name for S&R": "PrimitiveInt", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 240, 90 ], "title": "Round to multiple of", "type": "PrimitiveInt", "widgets_values": [ 16, "fixed" ], "widgets_values_named": { "control_after_generate": "fixed", "value": 16 } }, { "flags": {}, "id": 87, "inputs": [ { "label": "a", "link": 309, "localized_name": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": null, "localized_name": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 18, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 314, 318 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -820, 20 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 160 ], "title": "Preset ratio H", "type": "ComfyMathExpression", "widgets_values": [ "1 if a == 0 else 3 if a == 1 else 2 if a == 2 else 4 if a == 3 else 3 if a == 4 else 16 if a == 5 else 9 if a == 6 else 9" ], "widgets_values_named": { "expression": "1 if a == 0 else 3 if a == 1 else 2 if a == 2 else 4 if a == 3 else 3 if a == 4 else 16 if a == 5 else 9 if a == 6 else 9" } }, { "flags": { "collapsed": true }, "id": 84, "inputs": [ { "link": 310, "localized_name": "source", "name": "source", "type": "*" } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 311 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1200, 60 ], "properties": { "Node name for S&R": "PreviewAny", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 240, 90 ], "title": "index as text", "type": "PreviewAny", "widgets_values": [], "widgets_values_named": {} }, { "flags": {}, "id": 80, "inputs": [ { "label": "match_input_aspect", "link": 352, "localized_name": "value", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 327, 328 ], "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN" } ], "pos": [ -1500, 210 ], "properties": { "Node name for S&R": "PrimitiveBoolean", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 240, 60 ], "title": "Match input aspect ratio?", "type": "PrimitiveBoolean", "widgets_values": [ true ], "widgets_values_named": { "value": true } }, { "flags": {}, "id": 85, "inputs": [ { "link": null, "localized_name": "json_string", "name": "json_string", "type": "STRING", "widget": { "name": "json_string" } }, { "link": 311, "localized_name": "key", "name": "key", "type": "STRING", "widget": { "name": "key" } } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 312 ], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1200, 220 ], "properties": { "Node name for S&R": "JsonExtractString", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 120 ], "title": "Index -> preset label", "type": "JsonExtractString", "widgets_values": [ "{\"0\": \"1:1 (Square)\", \"1\": \"2:3 (Portrait Photo)\", \"2\": \"3:2 (Photo)\", \"3\": \"3:4 (Portrait Standard)\", \"4\": \"4:3 (Standard)\", \"5\": \"9:16 (Portrait Widescreen)\", \"6\": \"16:9 (Widescreen)\", \"7\": \"21:9 (Ultrawide)\"}", "0" ], "widgets_values_named": { "json_string": "{\"0\": \"1:1 (Square)\", \"1\": \"2:3 (Portrait Photo)\", \"2\": \"3:2 (Photo)\", \"3\": \"3:4 (Portrait Standard)\", \"4\": \"4:3 (Standard)\", \"5\": \"9:16 (Portrait Widescreen)\", \"6\": \"16:9 (Widescreen)\", \"7\": \"21:9 (Ultrawide)\"}", "key": "0" } }, { "flags": {}, "id": 62, "inputs": [ { "link": 351, "localized_name": "aspect_ratio", "name": "aspect_ratio", "type": "COMBO", "widget": { "name": "aspect_ratio" } }, { "link": 321, "localized_name": "megapixels", "name": "megapixels", "type": "FLOAT", "widget": { "name": "megapixels" } }, { "link": 322, "localized_name": "multiple", "name": "multiple", "type": "INT", "widget": { "name": "multiple" } }, { "link": null, "localized_name": "preview", "name": "preview", "shape": 7, "type": "RESOLUTION_PREVIEW", "widget": { "name": "preview" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 323 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 325 ], "localized_name": "height", "name": "height", "type": "INT" } ], "pos": [ -810, 250 ], "properties": { "Node name for S&R": "ResolutionSelector", "cnr_id": "comfy-core", "ver": "0.42.0" }, "showAdvanced": true, "size": [ 320, 200 ], "title": "Manual aspect (used when match = false)", "type": "ResolutionSelector", "widgets_values": [ "16:9 (Widescreen)", 1, 16 ], "widgets_values_named": { "aspect_ratio": "16:9 (Widescreen)", "megapixels": 1, "multiple": 16 } }, { "flags": {}, "id": 64, "inputs": [ { "link": 303, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 357, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 356, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 304, 336 ], "localized_name": "resized", "name": "resized", "type": "IMAGE" } ], "pos": [ -90, -670 ], "properties": { "Node name for S&R": "ResizeImageMaskNode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 320, 160 ], "title": "Fit depth map to output size (center crop)", "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 1024, 1024, "center", "lanczos" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 1024, "resize_type.width": 1024, "scale_method": "lanczos" } }, { "flags": {}, "id": 78, "inputs": [ { "label": "a", "link": 313, "localized_name": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 314, "localized_name": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 315, "localized_name": "c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": 316, "localized_name": "d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } }, { "label": "e", "link": null, "localized_name": "e", "name": "values.e", "shape": 7, "type": "FLOAT,INT,BOOLEAN" } ], "mode": 0, "order": 10, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 324 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -440, -180 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 230 ], "title": "Auto width (Resolution Selector formula)", "type": "ComfyMathExpression", "widgets_values": [ "round(a * sqrt(c * 1048576 / (a * b)) / d) * d" ], "widgets_values_named": { "expression": "round(a * sqrt(c * 1048576 / (a * b)) / d) * d" } }, { "flags": {}, "id": 79, "inputs": [ { "label": "a", "link": 317, "localized_name": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 318, "localized_name": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": 319, "localized_name": "c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "d", "link": 320, "localized_name": "d", "name": "values.d", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } }, { "label": "e", "link": null, "localized_name": "e", "name": "values.e", "shape": 7, "type": "FLOAT,INT,BOOLEAN" } ], "mode": 0, "order": 11, "outputs": [ { "links": [], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 326 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": [], "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -440, 130 ], "properties": { "Node name for S&R": "ComfyMathExpression", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 230 ], "title": "Auto height (Resolution Selector formula)", "type": "ComfyMathExpression", "widgets_values": [ "round(b * sqrt(c * 1048576 / (a * b)) / d) * d" ], "widgets_values_named": { "expression": "round(b * sqrt(c * 1048576 / (a * b)) / d) * d" } }, { "flags": {}, "id": 86, "inputs": [ { "link": 312, "localized_name": "source", "name": "source", "type": "*" } ], "mode": 0, "order": 17, "outputs": [ { "links": [], "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ -1200, 400 ], "properties": { "Node name for S&R": "PreviewAny", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 130 ], "title": "Detected aspect ratio", "type": "PreviewAny", "widgets_values": [], "widgets_values_named": {} }, { "flags": {}, "id": 61, "inputs": [ { "link": 304, "localized_name": "images", "name": "images", "type": "IMAGE" } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 337 ], "localized_name": "images", "name": "images", "type": "IMAGE" } ], "pos": [ 310, -680 ], "properties": { "Node name for S&R": "PreviewImage", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 320, 360 ], "title": "Depth map sent to MOSS", "type": "PreviewImage" }, { "flags": {}, "id": 81, "inputs": [ { "label": "on_false (manual)", "link": 323, "localized_name": "on_false", "name": "on_false", "shape": 7, "type": "INT" }, { "label": "on_true (auto)", "link": 324, "localized_name": "on_true", "name": "on_true", "shape": 7, "type": "INT" }, { "link": 327, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 332, 357 ], "localized_name": "output", "name": "output", "type": "INT" } ], "pos": [ -40, -180 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 280, 110 ], "title": "Width", "type": "ComfySwitchNode", "widgets_values": [ true ], "widgets_values_named": { "switch": true } }, { "flags": {}, "id": 82, "inputs": [ { "label": "on_false (manual)", "link": 325, "localized_name": "on_false", "name": "on_false", "shape": 7, "type": "INT" }, { "label": "on_true (auto)", "link": 326, "localized_name": "on_true", "name": "on_true", "shape": 7, "type": "INT" }, { "link": 328, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 333, 356 ], "localized_name": "output", "name": "output", "type": "INT" } ], "pos": [ -40, -20 ], "properties": { "Node name for S&R": "ComfySwitchNode", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 280, 110 ], "title": "Height", "type": "ComfySwitchNode", "widgets_values": [ true ], "widgets_values_named": { "switch": true } } ], "outputNode": { "bounding": [ 790, -250, 128, 128 ], "id": -20 }, "outputs": [ { "id": "f883911b-96d8-48cf-b63a-2964529a31fd", "linkIds": [ 336 ], "localized_name": "resized", "name": "resized", "pos": [ 814, -226 ], "type": "IMAGE" }, { "id": "41c3aeae-4c80-4f3e-aa2d-7fc6b4f24ba0", "label": "image", "linkIds": [ 337 ], "localized_name": "images", "name": "images", "pos": [ 814, -206 ], "type": "IMAGE" }, { "id": "7396b05f-3e8e-4906-9fd2-ec9d62ad16b4", "label": "width", "linkIds": [ 332 ], "localized_name": "output", "name": "output", "pos": [ 814, -186 ], "type": "INT" }, { "id": "c305cdf4-1357-4580-96e4-35e379fc80bd", "label": "height", "linkIds": [ 333 ], "localized_name": "output_1", "name": "output_1", "pos": [ 814, -166 ], "type": "INT" } ], "revision": 0, "state": { "lastGroupId": 6, "lastLinkId": 359, "lastNodeId": 95, "lastRerouteId": 0 }, "version": 1, "widgets": [] } ] }, "extra": { "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "ds": { "offset": [ 2642.7064043209875, 1371.1586130401236 ], "scale": 0.49846153846153846 }, "frontendVersion": "1.57.1" }, "groups": [], "id": "5140b129-e927-49a6-816e-668c69d43008", "last_link_id": 359, "last_node_id": 95, "links": [ [ 343, 89, 0, 63, 0, "IMAGE" ], [ 345, 90, 0, 63, 1, "IMAGE" ], [ 355, 90, 1, 93, 0, "IMAGE" ], [ 347, 90, 2, 83, 2, "INT" ], [ 348, 90, 3, 83, 3, "INT" ], [ 342, 83, 0, 89, 0, "IMAGE" ], [ 359, 93, 0, 83, 15, "IMAGE" ], [ 344, 55, 0, 90, 4, "IMAGE" ] ], "nodes": [ { "flags": {}, "id": 55, "inputs": [ { "link": null, "localized_name": "image", "name": "image", "type": "COMBO", "widget": { "name": "image" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 344 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [], "localized_name": "MASK", "name": "MASK", "type": "MASK" } ], "pos": [ -2200, -670 ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 330, 360 ], "title": "Load Image (or depth map)", "type": "LoadImage", "widgets_values": [ "09abb26e58d81bbf2f85845cfe5dba3ed8370f14a4b98812e2acdd894517f4dd.png", "image" ], "widgets_values_named": { "image": "09abb26e58d81bbf2f85845cfe5dba3ed8370f14a4b98812e2acdd894517f4dd.png", "upload": "image" } }, { "flags": {}, "id": 83, "inputs": [ { "label": "positive_prompt", "link": null, "name": "text", "type": "STRING", "widget": { "name": "text" } }, { "label": "negative_prompt", "link": null, "name": "text_1", "type": "STRING", "widget": { "name": "text_1" } }, { "label": "width", "link": 347, "name": "width", "type": "INT", "widget": { "name": "width" } }, { "label": "height", "link": 348, "name": "height", "type": "INT", "widget": { "name": "height" } }, { "label": "seed", "link": null, "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "label": "steps", "link": null, "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "label": "cfg", "link": null, "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" } }, { "label": "control_strength", "link": null, "name": "strength", "type": "FLOAT", "widget": { "name": "strength" } }, { "label": "control_start", "link": null, "name": "start_percent", "type": "FLOAT", "widget": { "name": "start_percent" } }, { "label": "control_end", "link": null, "name": "end_percent", "type": "FLOAT", "widget": { "name": "end_percent" } }, { "label": "lora_strength", "link": null, "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } }, { "label": "unet_model", "link": null, "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" } }, { "link": null, "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "label": "clip_model", "link": null, "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } }, { "label": "vae_model", "link": null, "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } }, { "label": "depth_map", "link": 359, "name": "depth_map", "shape": 7, "type": "IMAGE" }, { "label": "color_map (optional)", "link": null, "name": "color_map", "shape": 7, "type": "IMAGE" } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 342 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -1440, -670 ], "properties": { "cnr_id": "comfy-core", "previewExposures": [], "ver": "0.42.0" }, "size": [ 460, 630 ], "type": "3d58c0bd-7a87-40a7-bdb5-a209a27f10d7", "widgets_values": [ "a photograph of a blue and gold mech with golden glowing eyes, buried inside a lush green mound in the middle of a meadow, trees blowing in the wind and flowers in the immediate foreground, butterflies stand on the armor, the mech has exposed wiring and heavily damaged armor, lens flare", "worst quality, bad anatomy, watermark, jpeg artifact", 1024, 1024, 703191773559836, 25, 3, 0.75, 0, 0.75, 1, "moss_image_sft_int8_convrot.safetensors", "moss-control.safetensors", "qwen3.5_9b_int8_convrot.safetensors", "flux2-vae.safetensors" ], "widgets_values_named": { "cfg": 3, "clip_name": "qwen3.5_9b_int8_convrot.safetensors", "end_percent": 0.75, "height": 1024, "lora_name": "moss-control.safetensors", "noise_seed": 703191773559836, "start_percent": 0, "steps": 25, "strength": 0.75, "strength_model": 1, "text": "a photograph of a blue and gold mech with golden glowing eyes, buried inside a lush green mound in the middle of a meadow, trees blowing in the wind and flowers in the immediate foreground, butterflies stand on the armor, the mech has exposed wiring and heavily damaged armor, lens flare", "text_1": "worst quality, bad anatomy, watermark, jpeg artifact", "unet_name": "moss_image_sft_int8_convrot.safetensors", "vae_name": "flux2-vae.safetensors", "width": 1024 } }, { "flags": {}, "id": 63, "inputs": [ { "link": 343, "localized_name": "image_a", "name": "image_a", "shape": 7, "type": "IMAGE" }, { "link": 345, "localized_name": "image_b", "name": "image_b", "shape": 7, "type": "IMAGE" }, { "link": null, "localized_name": "compare_view", "name": "compare_view", "type": "IMAGECOMPARE", "widget": { "name": "compare_view" } } ], "mode": 0, "order": 5, "outputs": [], "pos": [ -290, -670 ], "properties": { "Node name for S&R": "ImageCompare", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 670, 630 ], "title": "Result vs depth", "type": "ImageCompare", "widgets_values": [], "widgets_values_named": {} }, { "flags": {}, "id": 89, "inputs": [ { "link": 342, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "format" } }, { "link": null, "localized_name": "bit_depth", "name": "format.bit_depth", "type": "COMBO", "widget": { "name": "format.bit_depth" } }, { "link": null, "localized_name": "input_color_space", "name": "format.input_color_space", "type": "COMBO", "widget": { "name": "format.input_color_space" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 343 ], "localized_name": "images", "name": "images", "type": "IMAGE" } ], "pos": [ -930, -670 ], "properties": { "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 590, 630 ], "type": "SaveImageAdvanced", "widgets_values": [ "MOSS_Image", "png", "8-bit", "sRGB" ], "widgets_values_named": { "filename_prefix": "MOSS_Image", "format": "png", "format.bit_depth": "8-bit", "format.input_color_space": "sRGB" } }, { "flags": {}, "id": 90, "inputs": [ { "label": "convert_to_depth", "link": null, "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } }, { "label": "match_input_aspect", "link": null, "name": "value_1", "type": "BOOLEAN", "widget": { "name": "value_1" } }, { "label": "megapixels", "link": null, "name": "value", "type": "FLOAT", "widget": { "name": "value" } }, { "link": null, "name": "aspect_ratio", "type": "COMBO", "widget": { "name": "aspect_ratio" } }, { "link": 344, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 345 ], "localized_name": "resized", "name": "resized", "type": "IMAGE" }, { "label": "image", "links": [ 355 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "label": "width", "links": [ 347 ], "localized_name": "output", "name": "output", "type": "INT" }, { "label": "height", "links": [ 348 ], "localized_name": "output_1", "name": "output_1", "type": "INT" } ], "pos": [ -1820, -670 ], "properties": { "cnr_id": "comfy-core", "previewExposures": [], "ver": "0.42.0" }, "size": [ 340, 190 ], "type": "882218ff-0ea7-4047-9b12-b79cdc4e9faa", "widgets_values": [ true, true, 1, "1:1 (Square)" ], "widgets_values_named": { "aspect_ratio": "1:1 (Square)", "switch": true, "value": 1, "value_1": true } }, { "flags": {}, "id": 93, "inputs": [ { "link": 355, "localized_name": "images", "name": "images", "type": "IMAGE" } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 359 ], "localized_name": "images", "name": "images", "type": "IMAGE" } ], "pos": [ -1820, -390 ], "properties": { "Node name for S&R": "PreviewImage", "cnr_id": "comfy-core", "ver": "0.42.0" }, "size": [ 340, 350 ], "type": "PreviewImage" } ], "revision": 1, "version": 0.4 }