Skip to content

Extend Ultralytics Backend with Additional Vision Tasks #6945

Description

@kprokofi

Description
Expand the Ultralytics backend to support additional computer vision tasks beyond the current implementation.

Goals

  • Add multiclass classification support
  • Add multilabel classification support
  • Add semantic segmentation support
  • Integrate preprocessing and augmentation pipelines for all tasks
  • Maintain compatibility with existing training APIs

Acceptance Criteria

  • All three tasks are supported end-to-end
  • Dataset validation works for each task
  • Export supported to both OpenVINO and ONNX formats
  • Training and inference APIs are available
  • Documentation is updated
  • Automated tests cover new functionality

Metadata

Metadata

Assignees

Labels

ALGOAny changes in OTX Algo Tasks implementationGeti LibraryIssues related to Geti Library (OTX)

Type

Fields

No fields configured for Task.

Projects

No projects

Milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions