Type: huggingface.image_segmentation.Segmentation
Namespace: huggingface.image_segmentation
Description
Performs semantic segmentation on images, identifying and labeling different regions. image, segmentation, object detection, scene parsing
Use cases:
- Segmenting objects in images
- Segmenting facial features in images
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.image_segmentation |
The model ID to use for the segmentation | {'type': 'hf.image_segmentation', 'repo_id': 'nvidia/segformer-b3-finetuned-ade-512-512', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| image | image |
The input image to segment | {'type': 'image', 'uri': '', 'asset_id': None, 'data': None} |
Outputs
| Output | Type | Description |
|---|---|---|
| output | List[image_segmentation_result] |
Metadata
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