{ "id": "b23c0571-6e0c-460c-9cf7-757876ed5e47", "revision": 0, "last_node_id": 39, "last_link_id": 45, "nodes": [ { "id": 27, "type": "LoadImageListFromDir //Inspire", "pos": [ -6747.617627193718, 3100.570533696455 ], "size": [ 353.70885822520574, 194 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "shape": 6, "type": "IMAGE", "links": null }, { "name": "MASK", "shape": 6, "type": "MASK", "links": null }, { "name": "FILE PATH", "shape": 6, "type": "STRING", "links": null } ], "properties": { "cnr_id": "comfyui-inspire-pack", "ver": "d23db9aa544de9a6d4c609cb7005fa9e0d42031d", "Node name for S&R": "LoadImageListFromDir //Inspire", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "widgets_values": [ "", 3, 0, false, "Alphabetical (ASC)" ], "shape": 2 }, { "id": 30, "type": "easy clearCacheAll", "pos": [ -5992.614296162704, 3238.96691831376 ], "size": [ 140, 26 ], "flags": { "collapsed": true }, "order": 14, "mode": 0, "inputs": [ { "name": "anything", "type": "*", "link": 28 } ], "outputs": [ { "name": "output", "type": "*", "links": [] } ], "properties": { "cnr_id": "comfyui-easy-use", "ver": "125b3a4905ac9367f7aae5c2df67e2282f0a3d37", "Node name for S&R": "easy clearCacheAll", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.4" } }, "widgets_values": [], "shape": 2 }, { "id": 23, "type": "easy cleanGpuUsed", "pos": [ -6012.199993346487, 3291.2576260996098 ], "size": [ 157.55789794921876, 26 ], "flags": { "collapsed": true }, "order": 11, "mode": 0, "inputs": [ { "name": "anything", "type": "*", "link": 23 } ], "outputs": [ { "name": "output", "type": "*", "links": [ 28 ] } ], "properties": { "cnr_id": "comfyui-easy-use", "ver": "125b3a4905ac9367f7aae5c2df67e2282f0a3d37", "Node name for S&R": "easy cleanGpuUsed", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.4" } }, "widgets_values": [], "shape": 2 }, { "id": 2, "type": "Label (rgthree)", "pos": [ -5652.684883361246, 2488.0872272398933 ], "size": [ 164.05908203125, 43 ], "flags": { "allow_interaction": true }, "order": 1, "mode": 4, "inputs": [], "outputs": [], "title": "SEEDVR2", "properties": { "fontSize": 33, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "center", "backgroundColor": "RED", "padding": 5, "borderRadius": 5, "angle": 0, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "color": "#fff0", "bgcolor": "#fff0", "shape": 2 }, { "id": 29, "type": "SeedVR2LoadVAEModel", "pos": [ -6204.850146947071, 2867.7415125974117 ], "size": [ 354.4421650942635, 298 ], "flags": { "collapsed": false }, "order": 2, "mode": 0, "inputs": [ { "name": "torch_compile_args", "shape": 7, "type": "TORCH_COMPILE_ARGS", "link": null } ], "outputs": [ { "name": "SEEDVR2_VAE", "type": "SEEDVR2_VAE", "links": [ 32 ] } ], "properties": { "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "Node name for S&R": "SeedVR2LoadVAEModel", "ue_properties": { "widget_ue_connectable": { "model": true, "device": true, "encode_tiled": true, "encode_tile_size": true, "encode_tile_overlap": true, "decode_tiled": true, "decode_tile_size": true, "decode_tile_overlap": true, "tile_debug": true, "offload_device": true, "cache_model": true }, "version": "7.4", "input_ue_unconnectable": {} }, "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler" }, "widgets_values": [ "ema_vae_fp16.safetensors", "cuda:0", true, 1024, 128, true, 1024, 128, "false", "cpu", false ], "shape": 2 }, { "id": 35, "type": "Reroute", "pos": [ -6314.7904808199155, 2962.133185058912 ], "size": [ 75, 26 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "", "type": "*", "link": 43 } ], "outputs": [ { "name": "", "type": "IMAGE", "links": [ 40, 42 ] } ], "properties": { "showOutputText": false, "horizontal": false }, "shape": 2 }, { "id": 25, "type": "Image Comparer (rgthree)", "pos": [ -5550.247412811288, 2614.9114193134446 ], "size": [ 1179.4682824081565, 1427.1921302385708 ], "flags": { "collapsed": false }, "order": 13, "mode": 0, "inputs": [ { "dir": 3, "label": "BEFORE UPSCALE", "name": "image_a", "type": "IMAGE", "link": 40 }, { "dir": 3, "label": "AFTER UPSCALE", "name": "image_b", "type": "IMAGE", "link": 44 } ], "outputs": [], "title": "BEFORE AFTER UPSCALE", "properties": { "cnr_id": "rgthree-comfy", "ver": "42e73c3c48e8268129a6a1ea6d9766913bfc5435", "comparer_mode": "Slide", "ue_properties": { "version": "7.5.1", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ [ { "name": "A", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_hrmad_00009_.png&type=temp&subfolder=&rand=0.9725230715905024" }, { "name": "B", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_hrmad_00010_.png&type=temp&subfolder=&rand=0.42445843963661234" } ] ], "shape": 2 }, { "id": 24, "type": "SaveImage", "pos": [ -5832.459191449192, 3058.29090043232 ], "size": [ 261.49982137330244, 474.8411720280337 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 34 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.76", "Node name for S&R": "SaveImage", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "widgets_values": [ "upscaled/dataset_upscaled" ], "shape": 2 }, { "id": 26, "type": "LoadImage", "pos": [ -6737.4929585571235, 2607.584877975337 ], "size": [ 337.4181451297891, 326 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 43 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.76", "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.1" } }, "widgets_values": [ "testimage.jpg", "image" ], "shape": 2 }, { "id": 33, "type": "SeedVR2VideoUpscaler", "pos": [ -5830.024569310319, 2614.573274447453 ], "size": [ 257.542578125, 386 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 45 }, { "name": "dit", "type": "SEEDVR2_DIT", "link": 31 }, { "name": "vae", "type": "SEEDVR2_VAE", "link": 32 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 23, 34, 44 ] } ], "properties": { "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "Node name for S&R": "SeedVR2VideoUpscaler", "ue_properties": { "widget_ue_connectable": { "seed": true, "resolution": true, "max_resolution": true, "batch_size": true, "uniform_batch_size": true, "color_correction": true, "temporal_overlap": true, "prepend_frames": true, "input_noise_scale": true, "latent_noise_scale": true, "offload_device": true, "enable_debug": true }, "version": "7.4", "input_ue_unconnectable": {} }, "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler" }, "widgets_values": [ 4105349922, "fixed", 4000, 4000, 1, false, "lab", 16, 0, 0, 0, "cpu", false ], "shape": 2 }, { "id": 22, "type": "easy cleanGpuUsed", "pos": [ -6198.669491261573, 3229.2357629948488 ], "size": [ 179.97595600986088, 26 ], "flags": { "collapsed": true }, "order": 8, "mode": 0, "inputs": [ { "name": "anything", "type": "*", "link": 42 } ], "outputs": [ { "name": "output", "type": "*", "links": [ 27 ] } ], "properties": { "cnr_id": "comfyui-easy-use", "ver": "125b3a4905ac9367f7aae5c2df67e2282f0a3d37", "Node name for S&R": "easy cleanGpuUsed", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.4" } }, "widgets_values": [], "shape": 2 }, { "id": 28, "type": "easy clearCacheAll", "pos": [ -6193.263292262219, 3289.92281472358 ], "size": [ 140, 26 ], "flags": { "collapsed": true }, "order": 9, "mode": 0, "inputs": [ { "name": "anything", "type": "*", "link": 27 } ], "outputs": [ { "name": "output", "type": "*", "links": [ 45 ] } ], "properties": { "cnr_id": "comfyui-easy-use", "ver": "125b3a4905ac9367f7aae5c2df67e2282f0a3d37", "Node name for S&R": "easy clearCacheAll", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.4" } }, "widgets_values": [], "shape": 2 }, { "id": 38, "type": "Note", "pos": [ -6765.397217217548, 3365.4441567680287 ], "size": [ 389.66926981075267, 174.00966269451737 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "If you want to run it with multiple images in sequence, than you have to just connect the \"IMAGE\" output to the reroute node and enter your image folder path\n\nIn \"image_load_cap\" you have to enter the amount of images you wanna upscale in your folder. Otherwise it will endless run in upscaling loops\n\nThe start_index is at which image in the folder you want to start with upscaling\n\n\n" ], "color": "#432", "bgcolor": "#653", "shape": 2 }, { "id": 20, "type": "SeedVR2LoadDiTModel", "pos": [ -6203.769632548447, 2614.875564909709 ], "size": [ 356.01170787138324, 202 ], "flags": { "collapsed": false }, "order": 5, "mode": 0, "inputs": [ { "name": "torch_compile_args", "shape": 7, "type": "TORCH_COMPILE_ARGS", "link": null } ], "outputs": [ { "name": "SEEDVR2_DIT", "type": "SEEDVR2_DIT", "links": [ 31 ] } ], "properties": { "cnr_id": "seedvr2_videoupscaler", "ver": "690cc39379c1481159ddd451368dbf2295930fc6", "Node name for S&R": "SeedVR2LoadDiTModel", "ue_properties": { "widget_ue_connectable": { "model": true, "device": true, "blocks_to_swap": true, "swap_io_components": true, "offload_device": true, "cache_model": true, "attention_mode": true }, "version": "7.4", "input_ue_unconnectable": {} }, "aux_id": "ainvfx/ComfyUI-SeedVR2_VideoUpscaler" }, "widgets_values": [ "seedvr2_ema_7b_fp16.safetensors", "cuda:0", 35, false, "cpu", false, "flash_attn" ], "shape": 2 }, { "id": 39, "type": "Note", "pos": [ -6195.366015256426, 3353.6025132062764 ], "size": [ 343.0749391350719, 276.66356819148314 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "Just delete the \"comfyui-easy-use\" nodes, if you don't want to install it. I highly recommend to use it, especially when connecting it to your workflow or running it in batch mode\n\nI'm using the fp16 with a 5090. There you can also disable the tiling mode.\n\nJust lower the resolution if it is too slow\n\nCustom Nodes download links:\nhttps://github.com/yolain/ComfyUI-Easy-Use.git\nhttps://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler.git\n\n\nOn a 5090 it takes 38 seconds to upscale" ], "color": "#432", "bgcolor": "#653", "shape": 2 } ], "links": [ [ 23, 33, 0, 23, 0, "*" ], [ 27, 22, 0, 28, 0, "*" ], [ 28, 23, 0, 30, 0, "*" ], [ 31, 20, 0, 33, 1, "SEEDVR2_DIT" ], [ 32, 29, 0, 33, 2, "SEEDVR2_VAE" ], [ 34, 33, 0, 24, 0, "IMAGE" ], [ 40, 35, 0, 25, 0, "IMAGE" ], [ 42, 35, 0, 22, 0, "*" ], [ 43, 26, 0, 35, 0, "*" ], [ 44, 33, 0, 25, 1, "IMAGE" ], [ 45, 28, 0, 33, 0, "IMAGE" ] ], "groups": [ { "id": 3, "title": "SINGLE IMAGE", "bounding": [ -6759.049328735694, 2511.01145629832, 382.6856760735427, 447.7643419001938 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 4, "title": "MULTIPLE IMAGES", "bounding": [ -6763.769636069727, 2986.8150832624374, 387.06323091885406, 323.55772632321987 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "workflowRendererVersion": "LG", "ue_links": [], "links_added_by_ue": [], "ds": { "scale": 0.459497298635724, "offset": [ 7196.353363913539, -2079.378537560528 ] }, "frontendVersion": "1.34.5", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true }, "version": 0.4 }