action-datatorch.yaml

$schema: http://datatorch.io/schema/action.v1.json

name: Segformer Action
description: Runs Segformer on a given image.
inputs:
  imagePath:
    type: string
    required: true
    description: Absolute path to image
  points:
    type: array
    required: false
    description: >
      4 points marking the most left, right, bottom and top points of the shape. Not used for now
  url:
    type: string
    default: http://localhost:3445
    description: >
      Url for sending requests. A Segformer docker image will be spun up on this
      port if not found.
  image:
    type: string
    default: add3000/segformer_server
    description: Docker image to spin up.
  labelId:
    type: string
    default: null
    description: >
      Label to assign annotation to. If not provided the segmentation
      will not be inserted.
  annotationId:
    type: string
    default: null
    description: >
      Annotation to insert segmentation into. If not provided the segmentation
      will not be inserted.
  simplify:
    type: float
    default: 1.5
    description: >
      Simplification tolerance applied to segmentation before importing. Set to
      0 to disable. Disabling can significantly increase pipeline performance,
      but decrease annotator performance.
outputs:
  segmentation:
    type: array
    description: Segmentation of points predicted by Segformer
runs:
  using: python
  main: entry.py