Hugging Face Image AI
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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
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John Rippy
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Image AI Processing - Stable Diffusion, Classification & Object Detection
Image processing with Hugging Face models - generation, vision, and analysis.
Features
- Text-to-Image: Stable Diffusion, SDXL, DALL-E style generation
- Image-to-Image: Transform images with prompts
- Inpainting: Edit specific parts of images
- Classification: Identify objects and scenes
- Object Detection: Locate and label objects
- Segmentation: Pixel-level image analysis
- Captioning: Generate image descriptions
Supported Tasks
| Task | Description | Default Model |
|---|---|---|
text_to_image | Generate images from text | stabilityai/stable-diffusion-xl-base-1.0 |
image_to_image | Transform images | stabilityai/stable-diffusion-xl-refiner-1.0 |
inpainting | Edit image regions | stabilityai/stable-diffusion-xl-base-1.0 |
image_to_text | Caption images | Salesforce/blip-image-captioning-large |
image_classification | Classify images | google/vit-base-patch16-224 |
object_detection | Detect objects | facebook/detr-resnet-50 |
image_segmentation | Segment images | facebook/detr-resnet-50-panoptic |
zero_shot_image_classification | Classify without training | openai/clip-vit-large-patch14 |
depth_estimation | Estimate depth | Intel/dpt-large |
image_upscaling | Upscale images | stabilityai/stable-diffusion-x4-upscaler |
Popular Models
| Category | Models |
|---|---|
| Generation | stabilityai/stable-diffusion-xl-base-1.0, runwayml/stable-diffusion-v1-5, prompthero/openjourney-v4 |
| Vision | google/vit-base-patch16-224, openai/clip-vit-large-patch14, facebook/detr-resnet-50 |
| Captioning | Salesforce/blip-image-captioning-large, nlpconnect/vit-gpt2-image-captioning |
Pricing
$0.01 per API call
Part of the Hugging Face AI Suite - Text, Image, Audio, and Hub actors for comprehensive AI capabilities.
