parent
34c2134bf8
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1c7b40ded2
After Width: | Height: | Size: 216 KiB |
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{
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"3": {
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"inputs": {
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"ckpt_name": "xxmix9realistic_v40.safetensors",
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"vae_name": "vae-ft-mse-840000-ema-pruned.safetensors",
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"clip_skip": -2,
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"lora_name": "blindbox_大概是盲盒_blindbox_v1_mix.safetensors",
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"lora_model_strength": 0.8,
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"lora_clip_strength": 0.8,
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"positive": [
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"131",
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0
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],
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"negative": "NSFW,blurry,low quality,watermark,monochrome,badhandv4,easynegative,ng_deepnegative_v1_75t,bad proportions,mutated hands and fingers,poorly drawn face,extra limb,missing limb,malformed limbs,disconnected limbs,ugly,floating limbs,extra legs,mutation,bad body,long neck,cross-eyed,text,cleavage",
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"token_normalization": "length",
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"weight_interpretation": "A1111",
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"empty_latent_width": 448,
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"empty_latent_height": 576,
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"batch_size": 1,
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"cnet_stack": [
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"102",
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0
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]
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},
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"class_type": "Efficient Loader",
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"_meta": {
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"title": "Efficient Loader"
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}
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},
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"10": {
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"inputs": {
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"upscale_type": "latent",
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"hires_ckpt_name": "(use same)",
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"latent_upscaler": "bilinear",
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"pixel_upscaler": "RealESRGAN_x4plus.pth",
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"upscale_by": 2,
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"use_same_seed": true,
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"seed": -1,
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"hires_steps": 15,
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"denoise": 0.35000000000000003,
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"iterations": 1,
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"use_controlnet": false,
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"control_net_name": "annotator\\downloads\\clip_vision\\clip_g.pth",
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"strength": 1,
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"preprocessor": "CannyEdgePreprocessor",
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"preprocessor_imgs": false
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},
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"class_type": "HighRes-Fix Script",
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"_meta": {
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"title": "HighRes-Fix Script"
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}
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},
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"11": {
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"inputs": {
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"seed": 356375061015696,
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"steps": 30,
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"cfg": 7,
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"sampler_name": "euler",
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"scheduler": "normal",
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"denoise": 1,
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"preview_method": "auto",
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"vae_decode": "true",
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"model": [
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"124",
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0
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],
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"positive": [
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"3",
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1
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],
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"negative": [
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"3",
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2
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],
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"latent_image": [
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"3",
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3
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],
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"optional_vae": [
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"3",
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4
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],
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"script": [
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"10",
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0
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]
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},
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"class_type": "KSampler (Efficient)",
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"_meta": {
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"title": "KSampler (Efficient)"
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}
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},
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"49": {
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"inputs": {
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"image": "964e422209280e579a7744797384e097ee3637da00f684d400419fbb43f78929.png",
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"upload": "image"
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},
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"class_type": "LoadImage",
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"_meta": {
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"title": "Load Image"
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}
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},
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"50": {
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"inputs": {
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"guide_size": 256,
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"guide_size_for": true,
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"max_size": 768,
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"seed": 913473477013880,
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"steps": 30,
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"cfg": 5,
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"sampler_name": "euler",
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"scheduler": "normal",
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"denoise": 0.45,
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"feather": 6,
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"noise_mask": true,
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"force_inpaint": true,
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"bbox_threshold": 0.5,
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"bbox_dilation": 10,
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"bbox_crop_factor": 3,
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"sam_detection_hint": "center-1",
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"sam_dilation": 0,
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"sam_threshold": 0.93,
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"sam_bbox_expansion": 0,
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"sam_mask_hint_threshold": 0.7,
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"sam_mask_hint_use_negative": "False",
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"drop_size": 10,
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"wildcard": "masterpiece,best quality,(makeup),",
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"cycle": 1,
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"inpaint_model": false,
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"noise_mask_feather": 0,
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"image": [
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"11",
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5
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],
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"model": [
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"11",
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0
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],
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"clip": [
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"3",
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5
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],
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"vae": [
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"11",
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4
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],
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"positive": [
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"11",
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1
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],
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"negative": [
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"11",
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2
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],
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"bbox_detector": [
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"52",
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0
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],
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"sam_model_opt": [
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"51",
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0
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],
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"segm_detector_opt": [
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"52",
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1
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]
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},
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"class_type": "FaceDetailer",
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"_meta": {
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"title": "FaceDetailer"
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}
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},
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"51": {
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"inputs": {
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"model_name": "sam_vit_b_01ec64.pth",
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"device_mode": "AUTO"
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},
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"class_type": "SAMLoader",
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"_meta": {
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"title": "SAMLoader (Impact)"
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}
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},
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"52": {
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"inputs": {
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"model_name": "bbox/face_yolov8m.pt"
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},
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"class_type": "UltralyticsDetectorProvider",
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"_meta": {
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"title": "UltralyticsDetectorProvider"
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}
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},
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"62": {
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"inputs": {
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"filename_prefix": "ComfyUI",
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"images": [
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"50",
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0
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]
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},
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"class_type": "SaveImage",
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"_meta": {
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"title": "Save Image"
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}
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},
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"98": {
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"inputs": {
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"image": "image (93).png",
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"upload": "image"
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},
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"class_type": "LoadImage",
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"_meta": {
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"title": "Load Image"
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}
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},
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"102": {
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"inputs": {
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"strength": 1,
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"start_percent": 0,
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"end_percent": 1,
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"control_net": [
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"103",
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0
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],
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"image": [
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"98",
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0
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]
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},
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"class_type": "Control Net Stacker",
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"_meta": {
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"title": "Control Net Stacker"
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}
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},
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"103": {
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"inputs": {
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"control_net_name": "control_v11p_sd15_openpose.pth"
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},
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"class_type": "ControlNetLoader",
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"_meta": {
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"title": "Load ControlNet Model"
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}
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},
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"118": {
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"inputs": {
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"image": "pose-456x576-2 (1).jpg",
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"upload": "image"
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},
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"class_type": "LoadImage",
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"_meta": {
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"title": "Load Image"
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}
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},
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"119": {
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"inputs": {
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"transparency": false,
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"model": "u2net",
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"post_processing": false,
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"only_mask": false,
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"alpha_matting": false,
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"alpha_matting_foreground_threshold": 240,
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"alpha_matting_background_threshold": 2,
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"alpha_matting_erode_size": 2,
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"background_color": "white",
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"images": [
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"118",
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0
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]
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},
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"class_type": "Image Rembg (Remove Background)",
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"_meta": {
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"title": "Image Rembg (Remove Background)"
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}
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},
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"121": {
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"inputs": {
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"images": [
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"119",
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0
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]
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},
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"class_type": "PreviewImage",
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"_meta": {
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"title": "Preview Image"
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}
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},
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"122": {
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"inputs": {
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"weight": 0.75,
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"weight_type": "reverse in-out",
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"combine_embeds": "concat",
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"start_at": 0,
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"end_at": 1,
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"embeds_scaling": "V only",
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"model": [
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"128",
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0
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],
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"ipadapter": [
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"128",
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1
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],
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"image": [
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"119",
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0
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]
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},
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"class_type": "IPAdapterAdvanced",
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"_meta": {
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"title": "IPAdapter Advanced"
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}
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},
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"124": {
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"inputs": {
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"weight": 1,
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"weight_faceidv2": 1,
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"weight_type": "linear",
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"combine_embeds": "concat",
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"start_at": 0,
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"end_at": 1,
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"embeds_scaling": "V only",
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"model": [
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"125",
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0
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],
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"ipadapter": [
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"125",
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1
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],
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"image": [
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"49",
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0
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]
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},
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"class_type": "IPAdapterFaceID",
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"_meta": {
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"title": "IPAdapter FaceID"
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}
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},
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"125": {
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"inputs": {
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"preset": "FACEID PLUS V2",
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"lora_strength": 0.85,
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"provider": "CUDA",
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"model": [
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"122",
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0
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]
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},
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"class_type": "IPAdapterUnifiedLoaderFaceID",
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"_meta": {
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"title": "IPAdapter Unified Loader FaceID"
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}
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},
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"128": {
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"inputs": {
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"preset": "PLUS (high strength)",
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"model": [
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"3",
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0
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]
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},
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"class_type": "IPAdapterUnifiedLoader",
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"_meta": {
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"title": "IPAdapter Unified Loader"
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}
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},
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"131": {
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"inputs": {
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"String": "1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, brown eyes, medium breasts, standing, full body, boots, belt, chibi, transparent background,4k,high-res,masterpiece,best quality,finely detailed skin,sharp focus,(cinematic lighting),soft lighting,[:(detailed face:1.2):0.2], street,"
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},
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"class_type": "KepStringLiteral",
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"_meta": {
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"title": "String"
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}
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}
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}
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import os
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from Util import ConfigUtil
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from Util.ComfyUIUtil import *
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def C22(prompt_data, img):
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# 风格图
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input_image_style = '../Image/C22/style_1.png'
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with open(input_image_style, "rb") as f:
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image_style = upload_file(server_address, f, "", True)
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prompt_data["118"]["inputs"]["image"] = image_style
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# 姿势图
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input_image_pose = '../Image/C22/pose_1.png'
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with open(input_image_pose, "rb") as f:
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image_pose = upload_file(server_address, f, "", True)
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prompt_data["98"]["inputs"]["image"] = image_pose
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# 原图
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prompt_data["49"]["inputs"]["image"] = img[0]
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# 过滤器,哪些返回节点中获取到的图片是有用的
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myfilter = []
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# 遍历prompt_data中的所有节点
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for key, value in prompt_data.items():
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if 'inputs' in value:
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if 'filename_prefix' in value['inputs']:
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if value['inputs']['filename_prefix'] == 'ComfyUI':
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myfilter.append(key)
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return prompt_data, myfilter
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def runComfyUI(json_file, model_id, task_type_code, input_image):
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# 创建目标目录
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output_path = "../Out/Images/" + task_type_code + "/" + str(model_id) + "/"
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if not os.path.exists(output_path):
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os.makedirs(output_path)
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# 生成一个唯一的客户端ID
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client_id = str(uuid.uuid4())
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# 上传图片
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img = []
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for x in input_image:
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with open(x, "rb") as f:
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y = upload_file(server_address, f, "", True)
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img.append(y)
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with open(json_file, 'r', encoding="utf-8") as fi:
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prompt_data = json.load(fi)
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prompt_data, myfilter = C22(prompt_data, img)
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# 生成
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files = generate_clip(server_address, prompt_data, client_id, output_path, myfilter)
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print(files)
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if __name__ == '__main__':
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# 配置文件
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config = ConfigUtil.getConfig()
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server_address = config.get('comfyui', 'server_address')
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# 需要替换的提示词
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source_code = ['']
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# 替换后的提示词
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target_code = ['']
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# 使用哪个文件
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json_file = './22.json'
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input_image = ['../Image/wife.jpg']
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# 请求
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runComfyUI(json_file=json_file,
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model_id=22,
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task_type_code='User',
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input_image=input_image)
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Loading…
Reference in new issue