sdxl-based/consistent-character 🔢📝🖼️❓✓ → 🖼️

▶️ 1.4M runs 📅 May 2024 ⚙️ Cog 0.9.7 🔗 GitHub ⚖️ License

image-consistent-character-generation image-to-image

About

Create images of a given character in different poses

Example Output

Prompt:

"A closeup headshot photo of a young woman in a grey sweater"

Output

Performance Metrics

63.16s Prediction Time

84.77s Total Time

All Input Parameters

{
  "prompt": "A closeup headshot photo of a young woman in a grey sweater",
  "subject": "https://replicate.delivery/pbxt/L0gy7uyLE5UP0uz12cndDdSOIgw5R3rV5N6G2pbt7kEK9dCr/0_3.webp",
  "output_format": "webp",
  "output_quality": 80,
  "negative_prompt": "",
  "randomise_poses": true,
  "number_of_outputs": 5,
  "number_of_images_per_pose": 1
}

Input Parameters

seed Type: integer: Set a seed for reproducibility. Random by default.
prompt Type: stringDefault: A headshot photo: Describe the subject. Include clothes and hairstyle for more consistency.
subject Type: string: An image of a person. Best images are square close ups of a face, but they do not have to be.
output_format Default: webp: Format of the output images
output_quality Type: integerDefault: 80Range: 0 - 100: Quality of the output images, from 0 to 100. 100 is best quality, 0 is lowest quality.
negative_prompt Type: stringDefault:: Things you do not want to see in your image
randomise_poses Type: booleanDefault: true: Randomise the poses used.
number_of_outputs Type: integerDefault: 3Range: 1 - 20: The number of images to generate.
disable_safety_checker Type: booleanDefault: false: Disable safety checker for generated images.
number_of_images_per_pose Type: integerDefault: 1Range: 1 - 4: The number of images to generate for each pose.

Output Schema

Output

Type: array • Items Type: string • Items Format: uri

Example Execution Logs

Random seed set to: 3565209131
Running workflow
got prompt
Executing node 7, title: Load Image, class type: LoadImage
Executing node 52, title: IPAdapter Advanced, class type: IPAdapterAdvanced
Executing node 9, title: CLIP Text Encode (Prompt), class type: CLIPTextEncode
Executing node 94, title: Load Image, class type: LoadImage
Executing node 2, title: Apply InstantID, class type: ApplyInstantID
[33mWARNING: No face detected in the keypoints image![0m
Executing node 95, title: Load Image, class type: LoadImage
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Executing node 13, title: VAE Decode, class type: VAEDecode
Executing node 98, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 4.1ms
Speed: 1.8ms preprocess, 4.1ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((73.86212, 55.299133)) | crop region (221, 165) x 4.635402991449178 -> (1024, 764)
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Detailer: segment upscale for ((73.732666, 51.800705)) | crop region (221, 155) x 4.634272994204666 -> (1024, 718)
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Executing node 103, title: Upscale Image By, class type: ImageScaleBy
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Executing node 107, title: VAE Decode, class type: VAEDecode
Executing node 115, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.7ms
Speed: 2.0ms preprocess, 3.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((113.00043, 83.53461)) | crop region (339, 250) x 3.0213239563679735 -> (1024, 755)
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Executing node 111, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 116, title: Save Image, class type: SaveImage
Prompt executed in 13.72 seconds
outputs:  {'116': {'images': [{'filename': 'ComfyUI_00001_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png
Running workflow
got prompt
Executing node 94, title: Load Image, class type: LoadImage
Executing node 2, title: Apply InstantID, class type: ApplyInstantID
[33mWARNING: No face detected in the keypoints image![0m
Executing node 95, title: Load Image, class type: LoadImage
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Executing node 13, title: VAE Decode, class type: VAEDecode
Executing node 98, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.8ms
Speed: 1.8ms preprocess, 3.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((73.45352, 53.77359)) | crop region (220, 161) x 4.654638567808891 -> (1024, 749)
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Executing node 103, title: Upscale Image By, class type: ImageScaleBy
Executing node 109, title: Image Filter Adjustments, class type: Image Filter Adjustments
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Executing node 107, title: VAE Decode, class type: VAEDecode
Executing node 115, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.7ms
Speed: 2.0ms preprocess, 3.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((112.757385, 81.501495)) | crop region (338, 244) x 3.0305575839970316 -> (1024, 739)
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Detailer: segment upscale for ((108.96271, 81.140656)) | crop region (326, 243) x 3.142738857900158 -> (1024, 763)
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Executing node 111, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 116, title: Save Image, class type: SaveImage
Prompt executed in 12.02 seconds
outputs:  {'116': {'images': [{'filename': 'ComfyUI_00002_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png
ComfyUI_00001_.webp
ComfyUI_00002_.png
Running workflow
got prompt
Executing node 94, title: Load Image, class type: LoadImage
Executing node 2, title: Apply InstantID, class type: ApplyInstantID
[33mWARNING: No face detected in the keypoints image![0m
Executing node 95, title: Load Image, class type: LoadImage
Executing node 74, title: Apply ControlNet, class type: ControlNetApply
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Executing node 13, title: VAE Decode, class type: VAEDecode
Executing node 98, title: FaceDetailer, class type: FaceDetailer
0: 640x640 1 eyes, 3.8ms
Speed: 1.9ms preprocess, 3.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((61.96982, 72.26677)) | crop region (185, 216) x 4.74236357326829 -> (877, 1024)
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Executing node 103, title: Upscale Image By, class type: ImageScaleBy
Executing node 109, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 106, title: VAE Encode, class type: VAEEncode
Executing node 105, title: KSampler, class type: KSampler
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Executing node 107, title: VAE Decode, class type: VAEDecode
Executing node 115, title: FaceDetailer, class type: FaceDetailer
0: 640x640 1 eyes, 3.8ms
Speed: 2.0ms preprocess, 3.8ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((90.188965, 103.0957)) | crop region (270, 309) x 3.3155228542930626 -> (895, 1024)
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Executing node 111, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 116, title: Save Image, class type: SaveImage
Prompt executed in 10.39 seconds
outputs:  {'116': {'images': [{'filename': 'ComfyUI_00003_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png
ComfyUI_00001_.webp
ComfyUI_00002_.png
ComfyUI_00002_.webp
ComfyUI_00003_.png
Running workflow
got prompt
Executing node 94, title: Load Image, class type: LoadImage
Executing node 2, title: Apply InstantID, class type: ApplyInstantID
[33mWARNING: No face detected in the keypoints image![0m
Executing node 95, title: Load Image, class type: LoadImage
Executing node 74, title: Apply ControlNet, class type: ControlNetApply
Executing node 11, title: KSampler, class type: KSampler
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Executing node 13, title: VAE Decode, class type: VAEDecode
Executing node 98, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.7ms
Speed: 1.8ms preprocess, 3.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((74.9787, 57.678177)) | crop region (224, 173) x 4.572376805496374 -> (1024, 791)
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Detailer: segment upscale for ((59.416992, 52.120804)) | crop region (178, 156) x 5.7546297201101035 -> (1024, 897)
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Executing node 103, title: Upscale Image By, class type: ImageScaleBy
Executing node 109, title: Image Filter Adjustments, class type: Image Filter Adjustments
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Executing node 107, title: VAE Decode, class type: VAEDecode
Executing node 115, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.7ms
Speed: 2.0ms preprocess, 3.7ms inference, 1.0ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((112.56372, 85.240845)) | crop region (337, 255) x 3.038866800927065 -> (1024, 774)
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Detailer: segment upscale for ((87.10809, 73.62387)) | crop region (261, 220) x 3.924229594016791 -> (1024, 863)
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Executing node 111, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 116, title: Save Image, class type: SaveImage
Prompt executed in 12.44 seconds
outputs:  {'116': {'images': [{'filename': 'ComfyUI_00004_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png
ComfyUI_00001_.webp
ComfyUI_00002_.png
ComfyUI_00002_.webp
ComfyUI_00003_.png
ComfyUI_00003_.webp
ComfyUI_00004_.png
Running workflow
got prompt
Executing node 94, title: Load Image, class type: LoadImage
Executing node 2, title: Apply InstantID, class type: ApplyInstantID
[33mWARNING: No face detected in the keypoints image![0m
Executing node 95, title: Load Image, class type: LoadImage
Executing node 74, title: Apply ControlNet, class type: ControlNetApply
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Executing node 13, title: VAE Decode, class type: VAEDecode
Executing node 98, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.7ms
Speed: 1.8ms preprocess, 3.7ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((75.32852, 57.404694)) | crop region (225, 172) x 4.551423817459337 -> (1024, 782)
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Detailer: segment upscale for ((59.7713, 49.38565)) | crop region (179, 148) x 5.7240480563388365 -> (1024, 847)
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Executing node 103, title: Upscale Image By, class type: ImageScaleBy
Executing node 109, title: Image Filter Adjustments, class type: Image Filter Adjustments
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Executing node 105, title: KSampler, class type: KSampler
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Executing node 107, title: VAE Decode, class type: VAEDecode
Executing node 115, title: FaceDetailer, class type: FaceDetailer
0: 640x640 2 eyess, 3.8ms
Speed: 2.0ms preprocess, 3.8ms inference, 0.9ms postprocess per image at shape (1, 3, 640, 640)
Detailer: segment upscale for ((109.00989, 86.495056)) | crop region (327, 259) x 3.133087209323432 -> (1024, 811)
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Detailer: segment upscale for ((88.2699, 71.82953)) | crop region (264, 215) x 3.879726843832091 -> (1024, 834)
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Executing node 111, title: Image Filter Adjustments, class type: Image Filter Adjustments
Executing node 116, title: Save Image, class type: SaveImage
Prompt executed in 12.44 seconds
outputs:  {'116': {'images': [{'filename': 'ComfyUI_00005_.png', 'subfolder': '', 'type': 'output'}]}}
====================================
ComfyUI_00001_.png
ComfyUI_00001_.webp
ComfyUI_00002_.png
ComfyUI_00002_.webp
ComfyUI_00003_.png
ComfyUI_00003_.webp
ComfyUI_00004_.png
ComfyUI_00004_.webp
ComfyUI_00005_.png

Version Details

Version ID: 9c77a3c2f884193fcee4d89645f02a0b9def9434f9e03cb98460456b831c8772
Version Created: June 5, 2024

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