One Click Dataset (Style template) v2
4.5
2 reviewsDescription
Workflow Updated
Make sure to use the latest version of the workflow.
What this workflow does
π Use an image as a base for the "style", and then output a full dataset of images.
π The output images will be sorted in sub-folders based on the concept
π The output images will be named based on the concept
π Matching caption files will be generated with the name and concept pre-captioned
How to use this workflow
π Choose a checkpoint of choice. I have been using the TurboVisionXL.
π Choose a style image of choice. Multiple ones could be combined with the Batch Images node.
π Adjust the IPAdapter settings. This is the hardest thing to get right. The Weight and Start At-setting are the most relevant attributes.
π Optionally adjust the list of words in the Concept Names-list, as well as adjust the Positive Prompt-list. Make sure that they match index-wise.
π Test and tweak until you're happy with the outcome. Each time you generate you will get the next item from the prompt and concept list.
π Set the Batch Count from the Extra Options in the Comfy UI. This is the total number of images you will get. If Β you're using the 35 concepts from the sample workflow, and you want 8 images of each concept for your dataset, enter 280 into the batch count.
Tips about this workflow
π Based on your concepts and prompts, it's not likely that everything will be output perfectly. You may need to remove the bad generations and re-generate with tweaked IPAdapter settings.
Workflow guide: Β https://civitai.com/articles/3406
Video showcasing the workflow
Discussion
(No comments yet)
Loading...
Resources (2)
Reviews
No reviews yet
Versions (2)
- latest (4 months ago)
- v20231216-011102
Node Details
Primitive Nodes (29)
Anything Everywhere (2)
Anything Everywhere3 (1)
Anything Everywhere? (20)
Note (3)
Prompts Everywhere (1)
Reroute (2)
Custom Nodes (53)
- CR String To Combo (1)
- CR Select Model (1)
ComfyUI
- CLIPTextEncode (2)
- PreviewImage (1)
- VAEDecode (1)
- EmptyLatentImage (1)
- FreeU_V2 (1)
- KSampler (1)
- LoadImage (1)
- CLIPVisionLoader (1)
- ImpactWildcardProcessor (1)
- IPAdapterModelLoader (1)
- IPAdapterAdvanced (1)
- Int (3)
- Float (3)
- String (2)
- πΎ Save Text File With Path (1)
- ConcatStringSingle (6)
- LoraTagLoader (2)
- ShowText|pysssss (4)
- String Literal (7)
- Sampler Selector (1)
- Scheduler Selector (1)
- Save Image w/Metadata (1)
- Cfg Literal (1)
- Int Literal (1)
- Seed Everywhere (1)
- Text to Console (1)
- Text Multiline (2)
- Text Load Line From File (2)
Model Details
Checkpoints (0)
LoRAs (0)