1 click Multiple Scene Angles
Upload an image of your scene and generate multiple views of your input scene with 1 click.
Download WorkflowTry in Cloud API documentation
Inside the workflow
A read-only preview of the source template. Open it in Cloud to explore the nodes and make changes.
Loading the graph
Open full-size workflow preview- Output
- Image
- Author
- Rob
Call this model from your code
The request below uses the same prepared graph and settings as the Playground. Each submission can start a paid run; do not automatically retry a submission whose outcome is unknown.
1 Get API key ↗
What you need
- Runs on
- Comfy Cloud
- Key
- COMFY_API_KEY
- Your files
- Uploaded by the code from their urls
Needs a paid Cloud plan and credits.
Download API JSONAPI documentation ↗
# Python 3.10+: pip install comfy-sdk==0.4.0
import os
from comfy_sdk import Comfy
api_key = os.environ.get("COMFY_API_KEY", "").strip()
if not api_key: raise RuntimeError("Set COMFY_API_KEY")
os.environ.setdefault("COMFY_BASE_URL", "https://cloud.comfy.org")
client = Comfy(api_key=api_key)
workflow = client.workflows.from_json({
"25": {
"class_type": "LoadImage",
"inputs": {
"image": "UPLOADED_image_FILENAME"
},
"_meta": {
"title": "Load Scene Image"
}
},
"31": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-close_up",
"images": [
"65:33:19",
0
]
},
"_meta": {
"title": "Save Image - Close up"
}
},
"34": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-wide_shot",
"images": [
"65:35:19",
0
]
},
"_meta": {
"title": "Save Image - Wide shot"
}
},
"36": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-45_right",
"images": [
"65:37:19",
0
]
},
"_meta": {
"title": "Save Image - 45 right"
}
},
"38": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-90_right",
"images": [
"65:39:19",
0
]
},
"_meta": {
"title": "Save Image - 90 right"
}
},
"41": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-aerial_view",
"images": [
"65:42:19",
0
]
},
"_meta": {
"title": "Save Image - Aerial view"
}
},
"43": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-low_angle",
"images": [
"65:44:19",
0
]
},
"_meta": {
"title": "Save Image - Low angle"
}
},
"45": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-45_left",
"images": [
"65:46:19",
0
]
},
"_meta": {
"title": "Save Image - 45 left"
}
},
"47": {
"class_type": "SaveImage",
"inputs": {
"filename_prefix": "ComfyUI-90_left",
"images": [
"65:40:19",
0
]
},
"_meta": {
"title": "Save Image - 90 left"
}
},
"66": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Turn the camera to a close-up.\n"
},
"_meta": {
"title": "Prompt Close up"
}
},
"67": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Turn the camera to a wide-angle lens.\n"
},
"_meta": {
"title": "Prompt Wide angle"
}
},
"68": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Rotate the camera 90 degrees to the right.\n"
},
"_meta": {
"title": "Prompt 90deg right"
}
},
"69": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Rotate the camera 45 degrees to the right.\n"
},
"_meta": {
"title": "Prompt 45deg right"
}
},
"70": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Turn the camera to an aerial view."
},
"_meta": {
"title": "Prompt Aerial view"
}
},
"71": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Turn the camera to a low-angle view."
},
"_meta": {
"title": "Prompt Low angle"
}
},
"72": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Rotate the camera 90 degrees to the left."
},
"_meta": {
"title": "Prompt 90deg"
}
},
"73": {
"class_type": "PrimitiveStringMultiline",
"inputs": {
"value": "Rotate the camera 45 degrees to the left."
},
"_meta": {
"title": "Prompt Left 45deg"
}
},
"48:10": {
"class_type": "CLIPLoader",
"inputs": {
"clip_name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
"device": "default",
"type": "qwen_image"
},
"_meta": {
"title": "Load CLIP"
}
},
"48:12": {
"class_type": "UNETLoader",
"inputs": {
"unet_name": "qwen_image_edit_2509_fp8_e4m3fn.safetensors",
"weight_dtype": "default"
},
"_meta": {
"title": "Load Diffusion Model"
}
},
"48:20": {
"class_type": "LoraLoaderModelOnly",
"inputs": {
"lora_name": "Qwen-Edit-2509-Multiple-angles.safetensors",
"model": [
"48:26",
0
],
"strength_model": 1
},
"_meta": {
"title": "Load LoRA"
}
},
"48:26": {
"class_type": "LoraLoaderModelOnly",
"inputs": {
"lora_name": "Qwen-Image-Edit-2509-Lightning-4steps-V1.0-bf16.safetensors",
"model": [
"48:12",
0
],
"strength_model": 1
},
"_meta": {
"title": "Load LoRA"
}
},
"48:9": {
"class_type": "VAELoader",
"inputs": {
"vae_name": "qwen_image_vae.safetensors"
},
"_meta": {
"title": "Load VAE"
}
},
"65:33:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:33:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:33:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:33:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:33:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:33:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:33:28",
0
],
"prompt": [
"66",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:33:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:33:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:33:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:33:13",
0
],
"model": [
"65:33:8",
0
],
"negative": [
"65:33:14",
0
],
"positive": [
"65:33:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 1077007216372824,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:33:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:33:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:33:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:33:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:33:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:35:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:35:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:35:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:35:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:35:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:35:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:35:28",
0
],
"prompt": [
"67",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:35:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:35:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:35:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:35:13",
0
],
"model": [
"65:35:8",
0
],
"negative": [
"65:35:14",
0
],
"positive": [
"65:35:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 953430930310581,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:35:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:35:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:35:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:35:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:35:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:37:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:37:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:37:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:37:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:37:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:37:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:37:28",
0
],
"prompt": [
"69",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:37:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:37:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:37:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:37:13",
0
],
"model": [
"65:37:8",
0
],
"negative": [
"65:37:14",
0
],
"positive": [
"65:37:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 1045599286507747,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:37:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:37:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:37:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:37:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:37:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:39:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:39:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:39:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:39:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:39:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:39:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:39:28",
0
],
"prompt": [
"68",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:39:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:39:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:39:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:39:13",
0
],
"model": [
"65:39:8",
0
],
"negative": [
"65:39:14",
0
],
"positive": [
"65:39:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 113699216259397,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:39:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:39:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:39:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:39:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:39:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:40:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:40:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:40:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:40:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:40:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:40:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:40:28",
0
],
"prompt": [
"72",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:40:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:40:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:40:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:40:13",
0
],
"model": [
"65:40:8",
0
],
"negative": [
"65:40:14",
0
],
"positive": [
"65:40:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 218463078341715,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:40:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:40:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:40:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:40:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:40:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:42:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:42:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:42:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:42:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:42:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:42:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:42:28",
0
],
"prompt": [
"70",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:42:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:42:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:42:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:42:13",
0
],
"model": [
"65:42:8",
0
],
"negative": [
"65:42:14",
0
],
"positive": [
"65:42:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 653850485123300,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:42:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:42:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:42:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:42:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:42:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:44:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:44:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:44:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:44:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:44:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:44:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:44:28",
0
],
"prompt": [
"71",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:44:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:44:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:44:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:44:13",
0
],
"model": [
"65:44:8",
0
],
"negative": [
"65:44:14",
0
],
"positive": [
"65:44:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 928311072042245,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:44:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:44:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:44:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:44:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:44:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
},
"65:46:11": {
"class_type": "ModelSamplingAuraFlow",
"inputs": {
"model": [
"48:20",
0
],
"sampling": "flow",
"shift": 3
},
"_meta": {
"title": "ModelSamplingAuraFlow"
}
},
"65:46:13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"65:46:28",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Encode"
}
},
"65:46:14": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:46:28",
0
],
"prompt": "",
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:46:17": {
"class_type": "TextEncodeQwenImageEditPlus",
"inputs": {
"clip": [
"48:10",
0
],
"image1": [
"65:46:28",
0
],
"prompt": [
"73",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "Text Encode Qwen Image Edit Plus"
}
},
"65:46:19": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"65:46:21",
0
],
"vae": [
"48:9",
0
]
},
"_meta": {
"title": "VAE Decode"
}
},
"65:46:21": {
"class_type": "KSampler",
"inputs": {
"cfg": 1,
"denoise": 1,
"latent_image": [
"65:46:13",
0
],
"model": [
"65:46:8",
0
],
"negative": [
"65:46:14",
0
],
"positive": [
"65:46:17",
0
],
"sampler_name": "euler",
"scheduler": "simple",
"seed": 922804940922314,
"steps": 4
},
"_meta": {
"title": "KSampler"
}
},
"65:46:28": {
"class_type": "ImageScaleToTotalPixels",
"inputs": {
"image": [
"25",
0
],
"megapixels": 1,
"resolution_steps": 1,
"upscale_method": "nearest-exact"
},
"_meta": {
"title": "Scale Image to Total Pixels"
}
},
"65:46:32": {
"class_type": "PreviewImage",
"inputs": {
"images": [
"65:46:19",
0
]
},
"_meta": {
"title": "Preview Image"
}
},
"65:46:8": {
"class_type": "CFGNorm",
"inputs": {
"model": [
"65:46:11",
0
],
"pre_cfg": False,
"strength": 1
},
"_meta": {
"title": "CFGNorm"
}
}
})
workflow.set_input("25", "image", client.assets.from_url("https://comfy.org/catalog-media/1a63f14f-095a-4063-ad5b-558594f02b08/d32751b1-0c19-495c-8efe-fd5b27aa3d6b"))
# run() also passes api_key to the partner nodes in this workflow.
job = client.run(workflow, api_key=api_key)
for output in job.get_outputs("31"):
output.to_file(output.name)
for output in job.get_outputs("34"):
output.to_file(output.name)
for output in job.get_outputs("36"):
output.to_file(output.name)
for output in job.get_outputs("38"):
output.to_file(output.name)
for output in job.get_outputs("47"):
output.to_file(output.name)
for output in job.get_outputs("45"):
output.to_file(output.name)
for output in job.get_outputs("41"):
output.to_file(output.name)
for output in job.get_outputs("43"):
output.to_file(output.name)Try an example
About this workflow
The '1 click Multiple Scene Angles' workflow is designed to simplify the process of generating multiple perspectives of a given scene from a single image input. By leveraging the Qwen-Image-Edit model, this workflow efficiently analyzes the input image and produces various angles, enriching the visual narrative with diverse viewpoints. This is particularly useful in fields such as architecture, game design, and virtual reality, where a comprehensive understanding of a scene from multiple angles is crucial.
Technically, the workflow begins with the LoadImage node, which imports the user's scene image into the system. The Qwen-Image-Edit model, identified by the node ID 0f47377a-2933-4dba-9791-a9c54b078226, processes the image to generate new perspectives. The results are then saved using the SaveImage node. This streamlined process allows users to achieve complex image edits with minimal input, making it an invaluable tool for professionals and hobbyists alike.
Questions & answers
High-resolution images with clear details yield the best results, as the model can generate more accurate and diverse angles.
Currently, the workflow is set to generate a predefined set of angles. Future updates may allow customization.
This workflow is optimized for still images. For video, consider using a sequence of images extracted from the video.
Try using a higher quality input image or adjusting the scene composition to enhance the model's ability to generate diverse angles.