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โ‡ฑ Hugging Face Image AI ยท Apify


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Hugging Face Image AI

Image processing w/Hugging Face models Text-to-Image: Stable Diffusion, SDXL, DALL-E generation Image-to-Image: Transform images Inpainting: Edit parts of images Classification: Identify objects Object Detection: Locate label objects Segmentation: Pixel analysis Captioning: Generate descriptions

Pricing

from $0.01 / 1,000 results

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๐Ÿ‘ The Howlers

The Howlers

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2 months ago

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Hugging Face Image

Image processing with Hugging Face - Stable Diffusion generation, classification, object detection, captioning, and segmentation. Built by John Rippy (https://www.linkedin.com/in/johnrippy/).

BYOK (Bring Your Own Key) -- you provide your own API credentials.


Before You Start

This actor requires your own API credentials to fetch real data.

Where to get your key: Your Hugging Face API token

You can test with Demo Mode first (free, no key needed) to see the output format before committing.


Quick Start

Test with Demo Mode (free, no API key needed)

{
"demoMode":true,
"imageUrl":"https://example.com",
"maskUrl":"https://example.com"
}

Run with real data

{
"demoMode":false,
"task":"text_to_image",
"apiToken":"YOUR_API_KEY_HERE",
"imageUrl":"https://example.com",
"maskUrl":"https://example.com",
"width":1024,
"height":1024,
"guidanceScale":7.5,
"numInferenceSteps":50,
"strength":0.8,
"scheduler":"default",
"waitForModel":true
}

Input Parameters

ParameterTypeDefaultRequiredDescription
taskstring"text_to_image"Yes*The image operation to perform
apiTokenstring-Yes*Your Hugging Face API token
modelstring-NoHugging Face model ID (leave blank for default)
promptstring-NoText prompt for image generation
negativePromptstring-NoWhat to avoid in generated images
imageUrlstring-NoURL of input image for image-based tasks
maskUrlstring-NoURL of mask image for inpainting
candidateLabelsstring-NoComma-separated labels for zero-shot classification
widthinteger1024NoOutput image width
heightinteger1024NoOutput image height
guidanceScalenumber7.5NoHow closely to follow the prompt (1-20)
numInferenceStepsinteger50NoNumber of diffusion steps (more = better quality, slower)
strengthnumber0.8NoHow much to transform the input image (0-1)
seedinteger-NoRandom seed for reproducible results
schedulerstring"default"NoDiffusion scheduler
waitForModelbooleantrueNoWait for model to load if not ready
webhookUrlstring-NoURL to receive results via webhook
demoModebooleantrueNoRun with sample data (no API calls)

*Required when Demo Mode is off.


Pricing

This actor uses pay-per-event billing:

EventDescriptionPrice
Image ProcessedEach image processing request completed$0.02

Demo mode is free -- no charges for sample data.


Troubleshooting

"API key is required"

You have Demo Mode turned off but didn't provide an API key. Either:

  • Turn Demo Mode on to test with sample data
  • Add your API key in the input

"API error 403" or "Unauthorized"

Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.

"API error 429" or "Rate limit"

Too many requests. Wait a minute and try again, or reduce the number of items per run.

No results or empty dataset

Check the run log for error messages. Common causes:

  • Invalid input format (check the examples above)
  • API key without proper permissions
  • The target data doesn't exist or is too small to track

How do I test without an API key?

Enable Demo Mode in the input. This returns realistic sample data so you can verify the output format works for your workflow.


Built by John Rippy | Actor Arsenal

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